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  1. PROJECT_README.md +2 -2
  2. README.md +2 -2
  3. TASK_METHOD_20_GAP_AUDIT.md +5 -12
  4. TASK_METHOD_20_RESULT_MATRIX.md +8 -8
  5. assets/charts/episode128_task_model_radar.svg +12 -5
  6. assets/charts/unified_task_model_radar.svg +11 -4
  7. data/mirror_parity.json +0 -0
  8. data/publication_audit.json +7 -7
  9. data/task_method_20_result_matrix.json +72 -72
  10. docs/assets/charts/episode128_task_model_radar.svg +12 -5
  11. docs/assets/charts/unified_task_model_radar.svg +11 -4
  12. docs/data/artifact_index.json +24 -24
  13. docs/data/episode128_task_model_radar.json +127 -127
  14. docs/data/live_publication_status.json +115 -115
  15. docs/data/mirror_parity.json +0 -0
  16. docs/data/public_surface_qa.json +7 -7
  17. docs/data/publication_audit.json +7 -7
  18. docs/data/quality_gates.json +1 -1
  19. docs/data/scope_claims_audit.json +1 -1
  20. docs/data/single_episode_task_model_radar.json +1 -1
  21. docs/data/source_alignment_audit.json +1 -1
  22. docs/data/task_method_20_gap_audit.json +10 -122
  23. docs/data/task_method_20_result_matrix.json +72 -72
  24. docs/data/task_surface_integrity.json +1 -1
  25. docs/data/unified_task_model_radar.json +150 -150
  26. docs/data/website_integrity.json +8 -8
  27. docs/index.html +2 -2
  28. index.html +2 -2
  29. metrics/artifact_index.json +24 -24
  30. metrics/episode128_task_model_radar.json +127 -127
  31. metrics/live_publication_status.json +115 -115
  32. metrics/mirror_parity.json +0 -0
  33. metrics/public_surface_qa.json +7 -7
  34. metrics/publication_audit.json +7 -7
  35. metrics/quality_gates.json +1 -1
  36. metrics/scope_claims_audit.json +1 -1
  37. metrics/single_episode_task_model_radar.json +1 -1
  38. metrics/source_alignment_audit.json +1 -1
  39. metrics/task_method_20_gap_audit.json +10 -122
  40. metrics/task_method_20_result_matrix.json +72 -72
  41. metrics/task_surface_integrity.json +1 -1
  42. metrics/unified_task_model_radar.json +150 -150
  43. metrics/website_integrity.json +8 -8
  44. results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/collection_validation.json +37 -0
  45. results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/summary.json +45 -0
PROJECT_README.md CHANGED
@@ -672,7 +672,7 @@ scripts/
672
  tier2_task_suite.py # historical-name builder for tasks 13-20
673
  build_unified_task_suite.py # builds TASK_SUITE_20.md and task_suite_20.json
674
  build_unified_task_model_radar.py # builds the unified 20-axis model comparison chart
675
- build_task_method_20_gap_audit.py # builds the explicit 171/180 scored-cell gap ledger
676
  task_walkthroughs.py # human-readable task-card and walkthrough-storyboard metadata
677
  generate_visualizations.py # refreshes SVG charts + summary JSON
678
  render_task_suite_infographic.py # renders the task-suite presentation PNG
@@ -718,7 +718,7 @@ docs/
718
  data/single_episode_task_model_radar.json # 1-episode split radar values
719
  data/episode128_task_model_radar.json # 128-episode split radar values
720
  data/task_method_20_result_matrix.json # 9-method x 20-task result matrix
721
- data/task_method_20_gap_audit.json # explicit 171/180 scored-cell gap ledger
722
  data/evidence_contract.json # machine-readable project scope
723
  data/artifact_index.json # compact project-artifact catalog
724
  data/live_publication_status.json # live GitHub/HF publication verification
 
672
  tier2_task_suite.py # historical-name builder for tasks 13-20
673
  build_unified_task_suite.py # builds TASK_SUITE_20.md and task_suite_20.json
674
  build_unified_task_model_radar.py # builds the unified 20-axis model comparison chart
675
+ build_task_method_20_gap_audit.py # builds the explicit 178/180 scored-cell gap ledger
676
  task_walkthroughs.py # human-readable task-card and walkthrough-storyboard metadata
677
  generate_visualizations.py # refreshes SVG charts + summary JSON
678
  render_task_suite_infographic.py # renders the task-suite presentation PNG
 
718
  data/single_episode_task_model_radar.json # 1-episode split radar values
719
  data/episode128_task_model_radar.json # 128-episode split radar values
720
  data/task_method_20_result_matrix.json # 9-method x 20-task result matrix
721
+ data/task_method_20_gap_audit.json # explicit 178/180 scored-cell gap ledger
722
  data/evidence_contract.json # machine-readable project scope
723
  data/artifact_index.json # compact project-artifact catalog
724
  data/live_publication_status.json # live GitHub/HF publication verification
README.md CHANGED
@@ -694,7 +694,7 @@ scripts/
694
  tier2_task_suite.py # historical-name builder for tasks 13-20
695
  build_unified_task_suite.py # builds TASK_SUITE_20.md and task_suite_20.json
696
  build_unified_task_model_radar.py # builds the unified 20-axis model comparison chart
697
- build_task_method_20_gap_audit.py # builds the explicit 171/180 scored-cell gap ledger
698
  task_walkthroughs.py # human-readable task-card and walkthrough-storyboard metadata
699
  generate_visualizations.py # refreshes SVG charts + summary JSON
700
  render_task_suite_infographic.py # renders the task-suite presentation PNG
@@ -740,7 +740,7 @@ docs/
740
  data/single_episode_task_model_radar.json # 1-episode split radar values
741
  data/episode128_task_model_radar.json # 128-episode split radar values
742
  data/task_method_20_result_matrix.json # 9-method x 20-task result matrix
743
- data/task_method_20_gap_audit.json # explicit 171/180 scored-cell gap ledger
744
  data/evidence_contract.json # machine-readable project scope
745
  data/artifact_index.json # compact project-artifact catalog
746
  data/live_publication_status.json # live GitHub/HF publication verification
 
694
  tier2_task_suite.py # historical-name builder for tasks 13-20
695
  build_unified_task_suite.py # builds TASK_SUITE_20.md and task_suite_20.json
696
  build_unified_task_model_radar.py # builds the unified 20-axis model comparison chart
697
+ build_task_method_20_gap_audit.py # builds the explicit 178/180 scored-cell gap ledger
698
  task_walkthroughs.py # human-readable task-card and walkthrough-storyboard metadata
699
  generate_visualizations.py # refreshes SVG charts + summary JSON
700
  render_task_suite_infographic.py # renders the task-suite presentation PNG
 
740
  data/single_episode_task_model_radar.json # 1-episode split radar values
741
  data/episode128_task_model_radar.json # 128-episode split radar values
742
  data/task_method_20_result_matrix.json # 9-method x 20-task result matrix
743
+ data/task_method_20_gap_audit.json # explicit 178/180 scored-cell gap ledger
744
  data/evidence_contract.json # machine-readable project scope
745
  data/artifact_index.json # compact project-artifact catalog
746
  data/live_publication_status.json # live GitHub/HF publication verification
TASK_METHOD_20_GAP_AUDIT.md CHANGED
@@ -1,6 +1,6 @@
1
  # Task Method 20-Result Gap Audit
2
 
3
- Generated: `2026-06-20T16:47:27+00:00`
4
 
5
  This audit is the explicit gap ledger for the 9-method x 20-task result matrix.
6
  It keeps missing cells visible while preserving the rule that a numeric score
@@ -9,8 +9,8 @@ requires a real task target and source artifact.
9
  ## Score Summary
10
 
11
  - Method-task records: `180`
12
- - Numeric scored records: `171`
13
- - Scoreless records: `9`
14
  - Proxy-scored records: `6`
15
  - Source matrix: [`docs/data/task_method_20_result_matrix.json`](docs/data/task_method_20_result_matrix.json)
16
 
@@ -26,27 +26,20 @@ requires a real task target and source artifact.
26
  | 128ep Raw NN | raw128_neural_mlp | 20/20 | 0 | 2 | proxy_scored: 2, scored: 18 |
27
  | Qwen3-Omni v6 LoRA | qwen3_omni_v6_lora | 20/20 | 0 | 0 | scored: 20 |
28
  | Cosmos3-Super Reasoner | cosmos3_super_reasoner | 20/20 | 0 | 0 | scored: 20 |
29
- | Cosmos3-Nano Future Window | cosmos3_nano_future_window | 11/20 | 9 | 0 | not_evaluated_in_verified_package: 9, scored: 11 |
30
 
31
  ## Gap Classes
32
 
33
  | Status | Count | Next step |
34
  | --- | --- | --- |
35
- | not_evaluated_in_verified_package | 9 | Generate verified model outputs for this task contract and score them against the held-out labels. |
36
 
37
  ## Scoreless Records
38
 
39
  | Task | Task label | Method | Status | Required evidence |
40
  | --- | --- | --- | --- | --- |
41
  | 02 | Procedure Step Recognition | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
42
- | 05 | Hand Trajectory Forecasting | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
43
  | 07 | Object Relevance Prediction | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
44
- | 08 | Language Grounding | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
45
- | 11 | Temporal Order Verification | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
46
- | 12 | Multimodal Synchronization Detection | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
47
- | 15 | Interaction Text Prediction | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
48
- | 18 | IMU-to-Hand Pose Reconstruction | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
49
- | 19 | Camera-View Synchronization Retrieval | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
50
 
51
  ## Proxy Records
52
 
 
1
  # Task Method 20-Result Gap Audit
2
 
3
+ Generated: `2026-06-20T17:47:04+00:00`
4
 
5
  This audit is the explicit gap ledger for the 9-method x 20-task result matrix.
6
  It keeps missing cells visible while preserving the rule that a numeric score
 
9
  ## Score Summary
10
 
11
  - Method-task records: `180`
12
+ - Numeric scored records: `178`
13
+ - Scoreless records: `2`
14
  - Proxy-scored records: `6`
15
  - Source matrix: [`docs/data/task_method_20_result_matrix.json`](docs/data/task_method_20_result_matrix.json)
16
 
 
26
  | 128ep Raw NN | raw128_neural_mlp | 20/20 | 0 | 2 | proxy_scored: 2, scored: 18 |
27
  | Qwen3-Omni v6 LoRA | qwen3_omni_v6_lora | 20/20 | 0 | 0 | scored: 20 |
28
  | Cosmos3-Super Reasoner | cosmos3_super_reasoner | 20/20 | 0 | 0 | scored: 20 |
29
+ | Cosmos3-Nano Future Window | cosmos3_nano_future_window | 18/20 | 2 | 0 | not_evaluated_in_verified_package: 2, scored: 18 |
30
 
31
  ## Gap Classes
32
 
33
  | Status | Count | Next step |
34
  | --- | --- | --- |
35
+ | not_evaluated_in_verified_package | 2 | Generate verified model outputs for this task contract and score them against the held-out labels. |
36
 
37
  ## Scoreless Records
38
 
39
  | Task | Task label | Method | Status | Required evidence |
40
  | --- | --- | --- | --- | --- |
41
  | 02 | Procedure Step Recognition | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
 
42
  | 07 | Object Relevance Prediction | Cosmos3-Nano Future Window | not evaluated | Generate verified model outputs for this task contract and score them against the held-out labels. |
 
 
 
 
 
 
43
 
44
  ## Proxy Records
45
 
TASK_METHOD_20_RESULT_MATRIX.md CHANGED
@@ -14,7 +14,7 @@ Legend: `score` = numeric task score, `proxy` = documented raw128 compact proxy
14
  | 128ep Raw NN | 20 | 20 | 2 | 0 | proxy scored 2, scored 18 |
15
  | Qwen3-Omni v6 LoRA | 20 | 20 | 0 | 0 | scored 20 |
16
  | Cosmos3-Super Reasoner | 20 | 20 | 0 | 0 | scored 20 |
17
- | Cosmos3-Nano Future Window | 20 | 11 | 0 | 9 | not evaluated 9, scored 11 |
18
 
19
  | # | Task | Min | NN | 128-S | 128-NN | 128-RS | 128-RN | Qwen3 | C3-S | C3-N |
20
  | ---: | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
@@ -22,21 +22,21 @@ Legend: `score` = numeric task score, `proxy` = documented raw128 compact proxy
22
  | 02 | Procedure Step Recognition | score | score | score | score | score | score | score | score | not evaluated |
23
  | 03 | Action Boundary Detection | score | score | score | score | score | score | score | score | score |
24
  | 04 | Next-Action Prediction | score | score | score | score | score | score | score | score | score |
25
- | 05 | Hand Trajectory Forecasting | score | score | score | score | score | score | score | score | not evaluated |
26
  | 06 | Contact State Prediction | score | score | score | score | score | score | score | score | score |
27
  | 07 | Object Relevance Prediction | score | score | score | score | score | score | score | score | not evaluated |
28
- | 08 | Language Grounding | score | score | score | score | score | score | score | score | not evaluated |
29
  | 09 | Cross-Modal Retrieval | score | score | score | score | score | score | score | score | score |
30
  | 10 | Cross-Modal Reconstruction | score | score | score | score | score | score | score | score | score |
31
- | 11 | Temporal Order Verification | score | score | score | score | score | score | score | score | not evaluated |
32
- | 12 | Multimodal Synchronization Detection | score | score | score | score | score | score | score | score | not evaluated |
33
  | 13 | Long-Horizon Next-Action Forecasting | score | score | score | score | score | score | score | score | score |
34
  | 14 | Long-Horizon Next-Subtask Forecasting | score | score | score | score | score | score | score | score | score |
35
- | 15 | Interaction Text Prediction | score | score | score | score | proxy | proxy | score | score | not evaluated |
36
  | 16 | Action-Object Relation Prediction | score | score | score | score | score | score | score | score | score |
37
  | 17 | Future Object-Set Forecasting | score | score | score | score | score | score | score | score | score |
38
- | 18 | IMU-to-Hand Pose Reconstruction | score | score | score | score | score | score | score | score | not evaluated |
39
- | 19 | Camera-View Synchronization Retrieval | score | score | proxy | proxy | proxy | proxy | score | score | not evaluated |
40
  | 20 | Time-to-Next-Transition Regression | score | score | score | score | score | score | score | score | score |
41
 
42
  Sources and raw values are in `docs/data/task_method_20_result_matrix.json` and `docs/data/unified_task_model_radar.json`.
 
14
  | 128ep Raw NN | 20 | 20 | 2 | 0 | proxy scored 2, scored 18 |
15
  | Qwen3-Omni v6 LoRA | 20 | 20 | 0 | 0 | scored 20 |
16
  | Cosmos3-Super Reasoner | 20 | 20 | 0 | 0 | scored 20 |
17
+ | Cosmos3-Nano Future Window | 20 | 18 | 0 | 2 | not evaluated 2, scored 18 |
18
 
19
  | # | Task | Min | NN | 128-S | 128-NN | 128-RS | 128-RN | Qwen3 | C3-S | C3-N |
20
  | ---: | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
 
22
  | 02 | Procedure Step Recognition | score | score | score | score | score | score | score | score | not evaluated |
23
  | 03 | Action Boundary Detection | score | score | score | score | score | score | score | score | score |
24
  | 04 | Next-Action Prediction | score | score | score | score | score | score | score | score | score |
25
+ | 05 | Hand Trajectory Forecasting | score | score | score | score | score | score | score | score | score |
26
  | 06 | Contact State Prediction | score | score | score | score | score | score | score | score | score |
27
  | 07 | Object Relevance Prediction | score | score | score | score | score | score | score | score | not evaluated |
28
+ | 08 | Language Grounding | score | score | score | score | score | score | score | score | score |
29
  | 09 | Cross-Modal Retrieval | score | score | score | score | score | score | score | score | score |
30
  | 10 | Cross-Modal Reconstruction | score | score | score | score | score | score | score | score | score |
31
+ | 11 | Temporal Order Verification | score | score | score | score | score | score | score | score | score |
32
+ | 12 | Multimodal Synchronization Detection | score | score | score | score | score | score | score | score | score |
33
  | 13 | Long-Horizon Next-Action Forecasting | score | score | score | score | score | score | score | score | score |
34
  | 14 | Long-Horizon Next-Subtask Forecasting | score | score | score | score | score | score | score | score | score |
35
+ | 15 | Interaction Text Prediction | score | score | score | score | proxy | proxy | score | score | score |
36
  | 16 | Action-Object Relation Prediction | score | score | score | score | score | score | score | score | score |
37
  | 17 | Future Object-Set Forecasting | score | score | score | score | score | score | score | score | score |
38
+ | 18 | IMU-to-Hand Pose Reconstruction | score | score | score | score | score | score | score | score | score |
39
+ | 19 | Camera-View Synchronization Retrieval | score | score | proxy | proxy | proxy | proxy | score | score | score |
40
  | 20 | Time-to-Next-Transition Regression | score | score | score | score | score | score | score | score | score |
41
 
42
  Sources and raw values are in `docs/data/task_method_20_result_matrix.json` and `docs/data/unified_task_model_radar.json`.
assets/charts/episode128_task_model_radar.svg CHANGED
assets/charts/unified_task_model_radar.svg CHANGED
data/mirror_parity.json CHANGED
The diff for this file is too large to render. See raw diff
 
data/publication_audit.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "status": "pass",
3
- "generated_at_utc": "2026-06-20T17:14:37+00:00",
4
  "checks": [
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6
  "name": "required_publication_assets_present",
@@ -237,8 +237,8 @@
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  "hf_space_bundle": {
238
  "root": "hf_publish/space",
239
  "exists": true,
240
- "file_count": 508,
241
- "text_file_count": 377,
242
  "largest_file": {
243
  "path": "results/omni_finetune/xperience10m_qwen3_omni_v6_sensor_target_probes_a100_20260619T000000Z/modality_reconstruction/predictions.jsonl",
244
  "bytes": 10221085
@@ -248,8 +248,8 @@
248
  "hf_artifact_bundle": {
249
  "root": "hf_publish/artifacts",
250
  "exists": true,
251
- "file_count": 4338,
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- "text_file_count": 1236,
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  "largest_file": {
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  "path": "results/omni_finetune/xperience10m_128ep_dense_multiscale_hierarchical_v1_20260608/dense_multiscale_windows.jsonl",
255
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@@ -259,8 +259,8 @@
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  "hf_model_bundle": {
260
  "root": "hf_publish/model",
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  "exists": true,
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- "file_count": 5088,
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  "largest_file": {
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266
  "bytes": 135591061
 
1
  {
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+ "generated_at_utc": "2026-06-20T17:51:12+00:00",
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  "name": "required_publication_assets_present",
 
237
  "hf_space_bundle": {
238
  "root": "hf_publish/space",
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  "exists": true,
240
+ "file_count": 539,
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+ "text_file_count": 397,
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  "largest_file": {
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  "path": "results/omni_finetune/xperience10m_qwen3_omni_v6_sensor_target_probes_a100_20260619T000000Z/modality_reconstruction/predictions.jsonl",
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  "bytes": 10221085
 
248
  "hf_artifact_bundle": {
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  "bytes": 135591061
 
259
  "hf_model_bundle": {
260
  "root": "hf_publish/model",
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  "exists": true,
262
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  "largest_file": {
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data/task_method_20_result_matrix.json CHANGED
@@ -1,11 +1,11 @@
1
  {
2
  "title": "Task Method 20-Result Matrix",
3
  "status": "pass",
4
- "generated_at_utc": "2026-06-20T16:47:26+00:00",
5
  "task_count": 20,
6
  "method_count": 9,
7
  "method_task_record_count": 180,
8
- "scored_method_task_count": 171,
9
  "series": [
10
  {
11
  "id": "minimal",
@@ -203,20 +203,20 @@
203
  "kind": "partial_128_episode_world_model_overlay",
204
  "scope": "128 selected episodes, held-out test",
205
  "stroke_dasharray": "2 7",
206
- "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus tasks 10/13/14/16/17 and a derived task-20 boundary timing probe scored from existing held-out future-window artifacts.",
207
  "plotted_as": "colored point overlay",
208
  "result_record_count": 20,
209
- "scored_task_count": 11,
210
- "covered_task_count": 11,
211
  "proxy_scored_task_count": 0,
212
- "scoreless_task_count": 9,
213
  "unsupported_task_count": 0,
214
- "not_evaluated_task_count": 9,
215
  "status_counts": {
216
- "not_evaluated_in_verified_package": 9,
217
- "scored": 11
218
  },
219
- "coverage_fraction": 0.55,
220
  "result_record_fraction": 1.0
221
  }
222
  ],
@@ -1019,17 +1019,17 @@
1019
  "task_label": "Hand Trajectory Forecasting",
1020
  "series_id": "cosmos3_nano_future_window",
1021
  "method": "Cosmos3-Nano Future Window",
1022
- "status": "not_evaluated_in_verified_package",
1023
- "status_label": "not evaluated",
1024
- "scored": false,
1025
  "proxy_scored": false,
1026
- "raw": null,
1027
- "raw_text": "n/a",
1028
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1029
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1521
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1992
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  "method": "Cosmos3-Nano Future Window",
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2639
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3125
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  "shows": "Separates the selected 128-episode methods: raw-feature simple/NN as complete 20/20 scored polygons and metadata/Qwen/Cosmos as task-aligned overlays.",
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770
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774
  "surface": "repo_hf",
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781
  "id": "task_method_20_gap_audit_json",
 
785
  "surface": "website_hf",
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792
  "id": "task_method_20_gap_audit",
 
796
  "surface": "repo_hf",
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  },
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  {
803
  "id": "unified_task_model_radar_chart",
 
807
  "surface": "website_hf",
808
  "shows": "Compares minimal and neural MLP baselines across all 20 tasks, with Qwen3/Cosmos task-aligned model overlays.",
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812
  },
813
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814
  "id": "single_episode_task_model_radar_chart",
 
829
  "surface": "website_hf",
830
  "shows": "Separates the selected 128-episode methods: raw-feature simple/NN as complete 20/20 scored polygons and metadata/Qwen/Cosmos as task-aligned overlays.",
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836
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847
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1122
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  "hash_policy": "existence_and_size_only"
1326
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1327
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docs/data/episode128_task_model_radar.json CHANGED
@@ -1,12 +1,12 @@
1
  {
2
  "title": "128-Episode 20-Task Radar",
3
  "status": "pass",
4
- "generated_at_utc": "2026-06-20T16:47:26+00:00",
5
  "description": "Selected 128-episode metadata/raw baselines plus verified Qwen3/Cosmos branches. Every method has 20 records; numeric scores appear only where the public artifact produced that task target.",
6
  "task_count": 20,
7
  "method_count": 7,
8
  "method_task_record_count": 140,
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  "normalization_policy": {
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12
  "lower_is_better": "lower-error metrics are converted to best_observed_value / raw_value within the same task",
@@ -169,20 +169,20 @@
169
  "kind": "partial_128_episode_world_model_overlay",
170
  "scope": "128 selected episodes, held-out test",
171
  "stroke_dasharray": "2 7",
172
- "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus tasks 10/13/14/16/17 and a derived task-20 boundary timing probe scored from existing held-out future-window artifacts.",
173
  "plotted_as": "colored point overlay",
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  "result_record_count": 20,
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184
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185
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186
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@@ -630,15 +630,15 @@
630
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641
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642
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643
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644
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@@ -903,15 +903,15 @@
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@@ -1176,15 +1176,15 @@
1176
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1188
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1189
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1190
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@@ -1267,15 +1267,15 @@
1267
  "status_label": "scored"
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1269
  "cosmos3_nano_future_window": {
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1277
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1279
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1280
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1281
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1540
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1541
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1542
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1543
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1544
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1546
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1547
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1548
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1549
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1550
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1551
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1552
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1553
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1554
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@@ -1813,15 +1813,15 @@
1813
  "status_label": "scored"
1814
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1815
  "cosmos3_nano_future_window": {
1816
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1817
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1818
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1819
  "scope": "multi_episode_128_partial_model_overlay",
1820
- "status": "not_evaluated_in_verified_package",
1821
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1822
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1823
- "raw_text": "n/a",
1824
- "status_label": "not evaluated"
1825
  }
1826
  }
1827
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@@ -1904,15 +1904,15 @@
1904
  "status_label": "scored"
1905
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1906
  "cosmos3_nano_future_window": {
1907
- "raw": null,
1908
- "metric_key": "mrr",
1909
- "source": null,
1910
  "scope": "multi_episode_128_partial_model_overlay",
1911
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1912
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1913
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1914
- "raw_text": "n/a",
1915
- "status_label": "not evaluated"
1916
  }
1917
  }
1918
  },
@@ -2627,17 +2627,17 @@
2627
  "task_label": "Hand Trajectory Forecasting",
2628
  "series_id": "cosmos3_nano_future_window",
2629
  "method": "Cosmos3-Nano Future Window",
2630
- "status": "not_evaluated_in_verified_package",
2631
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2632
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2633
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2634
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2637
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2638
- "source": null,
2639
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2640
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
2641
  },
2642
  {
2643
  "task_number": 6,
@@ -3005,17 +3005,17 @@
3005
  "task_label": "Language Grounding",
3006
  "series_id": "cosmos3_nano_future_window",
3007
  "method": "Cosmos3-Nano Future Window",
3008
- "status": "not_evaluated_in_verified_package",
3009
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3010
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3011
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3012
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- "metric_key": "mrr",
3016
- "source": null,
3017
  "scope": "multi_episode_128_partial_model_overlay",
3018
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3019
  },
3020
  {
3021
  "task_number": 9,
@@ -3383,17 +3383,17 @@
3383
  "task_label": "Temporal Order Verification",
3384
  "series_id": "cosmos3_nano_future_window",
3385
  "method": "Cosmos3-Nano Future Window",
3386
- "status": "not_evaluated_in_verified_package",
3387
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3388
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3389
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3390
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3391
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3392
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3393
- "metric_key": "f1",
3394
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3395
  "scope": "multi_episode_128_partial_model_overlay",
3396
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3397
  },
3398
  {
3399
  "task_number": 12,
@@ -3509,17 +3509,17 @@
3509
  "task_label": "Multimodal Synchronization Detection",
3510
  "series_id": "cosmos3_nano_future_window",
3511
  "method": "Cosmos3-Nano Future Window",
3512
- "status": "not_evaluated_in_verified_package",
3513
- "status_label": "not evaluated",
3514
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3515
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3516
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3517
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3518
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3519
- "metric_key": "f1",
3520
- "source": null,
3521
  "scope": "multi_episode_128_partial_model_overlay",
3522
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3523
  },
3524
  {
3525
  "task_number": 13,
@@ -3887,17 +3887,17 @@
3887
  "task_label": "Interaction Text Prediction",
3888
  "series_id": "cosmos3_nano_future_window",
3889
  "method": "Cosmos3-Nano Future Window",
3890
- "status": "not_evaluated_in_verified_package",
3891
- "status_label": "not evaluated",
3892
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3893
  "proxy_scored": false,
3894
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3895
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3896
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3897
  "metric_key": "macro_f1",
3898
- "source": null,
3899
  "scope": "multi_episode_128_partial_model_overlay",
3900
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3901
  },
3902
  {
3903
  "task_number": 16,
@@ -4265,17 +4265,17 @@
4265
  "task_label": "IMU-to-Hand Pose Reconstruction",
4266
  "series_id": "cosmos3_nano_future_window",
4267
  "method": "Cosmos3-Nano Future Window",
4268
- "status": "not_evaluated_in_verified_package",
4269
- "status_label": "not evaluated",
4270
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4271
  "proxy_scored": false,
4272
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4273
- "raw_text": "n/a",
4274
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4275
- "metric_key": "mae",
4276
- "source": null,
4277
  "scope": "multi_episode_128_partial_model_overlay",
4278
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
4279
  },
4280
  {
4281
  "task_number": 19,
@@ -4391,17 +4391,17 @@
4391
  "task_label": "Camera-View Synchronization Retrieval",
4392
  "series_id": "cosmos3_nano_future_window",
4393
  "method": "Cosmos3-Nano Future Window",
4394
- "status": "not_evaluated_in_verified_package",
4395
- "status_label": "not evaluated",
4396
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4397
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4398
- "raw": null,
4399
- "raw_text": "n/a",
4400
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4401
- "metric_key": "mrr",
4402
- "source": null,
4403
  "scope": "multi_episode_128_partial_model_overlay",
4404
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
4405
  },
4406
  {
4407
  "task_number": 20,
 
1
  {
2
  "title": "128-Episode 20-Task Radar",
3
  "status": "pass",
4
+ "generated_at_utc": "2026-06-20T17:46:52+00:00",
5
  "description": "Selected 128-episode metadata/raw baselines plus verified Qwen3/Cosmos branches. Every method has 20 records; numeric scores appear only where the public artifact produced that task target.",
6
  "task_count": 20,
7
  "method_count": 7,
8
  "method_task_record_count": 140,
9
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10
  "normalization_policy": {
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12
  "lower_is_better": "lower-error metrics are converted to best_observed_value / raw_value within the same task",
 
169
  "kind": "partial_128_episode_world_model_overlay",
170
  "scope": "128 selected episodes, held-out test",
171
  "stroke_dasharray": "2 7",
172
+ "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus model-output probes for tasks 5/8/10/11/12/13/14/15/16/17/18/19 and a derived task-20 boundary timing probe scored from held-out future-window artifacts.",
173
  "plotted_as": "colored point overlay",
174
  "result_record_count": 20,
175
+ "scored_task_count": 18,
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177
  "proxy_scored_task_count": 0,
178
+ "scoreless_task_count": 2,
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  "status_counts": {
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183
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184
  },
185
+ "coverage_fraction": 0.9,
186
  "result_record_fraction": 1.0
187
  }
188
  ],
 
630
  "status_label": "scored"
631
  },
632
  "cosmos3_nano_future_window": {
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+ "raw": 0.6912806884333101,
634
+ "metric_key": "hand_trajectory_forecast_mrr",
635
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/hand_trajectory_forecast/metrics.json",
636
  "scope": "multi_episode_128_partial_model_overlay",
637
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638
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639
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640
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641
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642
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643
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644
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903
  "status_label": "scored"
904
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905
  "cosmos3_nano_future_window": {
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+ "raw": 0.5221041086644663,
907
+ "metric_key": "caption_grounding_mrr",
908
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/caption_grounding/metrics.json",
909
  "scope": "multi_episode_128_partial_model_overlay",
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914
+ "status_label": "scored"
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916
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1176
  "status_label": "scored"
1177
  },
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  "cosmos3_nano_future_window": {
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+ "raw": 0.5954109425716205,
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+ "metric_key": "temporal_order_f1",
1181
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_future_order_misalignment_patched_textonly_20260621/temporal_order/metrics.json",
1182
  "scope": "multi_episode_128_partial_model_overlay",
1183
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1184
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1185
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1186
+ "raw_text": "0.5954",
1187
+ "status_label": "scored"
1188
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1189
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1190
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1267
  "status_label": "scored"
1268
  },
1269
  "cosmos3_nano_future_window": {
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+ "raw": 0.477201691802725,
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+ "metric_key": "misalignment_detection_f1",
1272
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_future_order_misalignment_patched_textonly_20260621/misalignment_detection/metrics.json",
1273
  "scope": "multi_episode_128_partial_model_overlay",
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1277
+ "raw_text": "0.4772",
1278
+ "status_label": "scored"
1279
  }
1280
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1540
  "status_label": "scored"
1541
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  "cosmos3_nano_future_window": {
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+ "raw": 0.1788367958939587,
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  "metric_key": "macro_f1",
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+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_interaction_text_task15_patched_textonly_20260621/interaction_text_prediction/metrics.json",
1546
  "scope": "multi_episode_128_partial_model_overlay",
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1552
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1553
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1813
  "status_label": "scored"
1814
  },
1815
  "cosmos3_nano_future_window": {
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+ "raw": 0.9920062431451954,
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The diff for this file is too large to render. See raw diff
 
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261
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266
  "bytes": 135591061
 
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  {
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  "status": "pass",
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  {
6
  "name": "required_publication_assets_present",
 
237
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  "hf_model_bundle": {
260
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266
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docs/data/quality_gates.json CHANGED
@@ -1,7 +1,7 @@
1
  {
2
  "title": "Ropedia Xperience-10M Release Checks",
3
  "status": "pass",
4
- "generated_at_utc": "2026-06-20T16:47:30+00:00",
5
  "rule": "A release is current when the automated reports pass and the live GitHub/Hugging Face mirrors are verified after publishing.",
6
  "automated_gates": [
7
  {
 
1
  {
2
  "title": "Ropedia Xperience-10M Release Checks",
3
  "status": "pass",
4
+ "generated_at_utc": "2026-06-20T17:47:04+00:00",
5
  "rule": "A release is current when the automated reports pass and the live GitHub/Hugging Face mirrors are verified after publishing.",
6
  "automated_gates": [
7
  {
docs/data/scope_claims_audit.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "status": "pass",
3
- "generated_at_utc": "2026-06-20T17:14:17+00:00",
4
  "summary": {
5
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6
  "dataset_manifest_num_episodes": 119,
 
1
  {
2
  "status": "pass",
3
+ "generated_at_utc": "2026-06-20T17:47:20+00:00",
4
  "summary": {
5
  "qwen3_omni_verified_diagnostic_pilot": true,
6
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docs/data/single_episode_task_model_radar.json CHANGED
@@ -1,7 +1,7 @@
1
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2
  "title": "Single-Episode 20-Task Radar",
3
  "status": "pass",
4
- "generated_at_utc": "2026-06-20T16:47:26+00:00",
5
  "description": "Minimal and Neural MLP baselines on the one public sample episode, both scored on all 20 task contracts.",
6
  "task_count": 20,
7
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1
  {
2
  "title": "Single-Episode 20-Task Radar",
3
  "status": "pass",
4
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5
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6
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7
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docs/data/source_alignment_audit.json CHANGED
@@ -1,7 +1,7 @@
1
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2
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3
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4
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6
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7
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1
  {
2
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3
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4
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5
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6
  "alignment_summary": {
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  "full_dataset_repo": "ropedia-ai/xperience-10m",
docs/data/task_method_20_gap_audit.json CHANGED
@@ -1,10 +1,10 @@
1
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2
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3
  "immediate_actions": [
4
  {
5
  "artifact": "docs/data/task_method_20_gap_audit.json",
6
  "id": "gap_audit",
7
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8
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9
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10
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@@ -24,11 +24,11 @@
24
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29
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30
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31
- "scored": 11
32
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33
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34
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@@ -133,38 +133,17 @@
133
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134
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135
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136
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138
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139
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141
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142
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143
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144
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145
- "05 Hand Trajectory Forecasting": [
146
- "cosmos3_nano_future_window"
147
- ],
148
  "07 Object Relevance Prediction": [
149
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150
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151
- "08 Language Grounding": [
152
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153
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154
- "11 Temporal Order Verification": [
155
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156
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157
- "12 Multimodal Synchronization Detection": [
158
- "cosmos3_nano_future_window"
159
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160
- "15 Interaction Text Prediction": [
161
- "cosmos3_nano_future_window"
162
- ],
163
- "18 IMU-to-Hand Pose Reconstruction": [
164
- "cosmos3_nano_future_window"
165
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166
- "19 Camera-View Synchronization Retrieval": [
167
- "cosmos3_nano_future_window"
168
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169
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170
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@@ -181,19 +160,6 @@
181
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182
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183
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184
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185
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195
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196
- },
197
  {
198
  "method": "Cosmos3-Nano Future Window",
199
  "metric_key": "micro_f1",
@@ -206,84 +172,6 @@
206
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207
  "task_label": "Object Relevance Prediction",
208
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209
- },
210
- {
211
- "method": "Cosmos3-Nano Future Window",
212
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213
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
214
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215
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216
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- },
223
- {
224
- "method": "Cosmos3-Nano Future Window",
225
- "metric_key": "f1",
226
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
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228
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230
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- "task_label": "Temporal Order Verification",
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- },
236
- {
237
- "method": "Cosmos3-Nano Future Window",
238
- "metric_key": "f1",
239
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
240
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
241
- "scope": "multi_episode_128_partial_model_overlay",
242
- "series_id": "cosmos3_nano_future_window",
243
- "status": "not_evaluated_in_verified_package",
244
- "status_label": "not evaluated",
245
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246
- "task_label": "Multimodal Synchronization Detection",
247
- "task_number": 12
248
- },
249
- {
250
- "method": "Cosmos3-Nano Future Window",
251
- "metric_key": "macro_f1",
252
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
253
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
254
- "scope": "multi_episode_128_partial_model_overlay",
255
- "series_id": "cosmos3_nano_future_window",
256
- "status": "not_evaluated_in_verified_package",
257
- "status_label": "not evaluated",
258
- "task_id": "interaction_text_prediction",
259
- "task_label": "Interaction Text Prediction",
260
- "task_number": 15
261
- },
262
- {
263
- "method": "Cosmos3-Nano Future Window",
264
- "metric_key": "mae",
265
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
266
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
267
- "scope": "multi_episode_128_partial_model_overlay",
268
- "series_id": "cosmos3_nano_future_window",
269
- "status": "not_evaluated_in_verified_package",
270
- "status_label": "not evaluated",
271
- "task_id": "imu_to_hand_pose",
272
- "task_label": "IMU-to-Hand Pose Reconstruction",
273
- "task_number": 18
274
- },
275
- {
276
- "method": "Cosmos3-Nano Future Window",
277
- "metric_key": "mrr",
278
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
279
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
280
- "scope": "multi_episode_128_partial_model_overlay",
281
- "series_id": "cosmos3_nano_future_window",
282
- "status": "not_evaluated_in_verified_package",
283
- "status_label": "not evaluated",
284
- "task_id": "camera_view_sync_retrieval",
285
- "task_label": "Camera-View Synchronization Retrieval",
286
- "task_number": 19
287
  }
288
  ],
289
  "proxy_records": [
@@ -352,8 +240,8 @@
352
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353
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354
  "proxy_scored_method_task_count": 6,
355
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356
- "scoreless_method_task_count": 9,
357
  "task_count": 20
358
  },
359
  "source_matrix": "docs/data/task_method_20_result_matrix.json",
 
1
  {
2
+ "generated_at_utc": "2026-06-20T17:47:04+00:00",
3
  "immediate_actions": [
4
  {
5
  "artifact": "docs/data/task_method_20_gap_audit.json",
6
  "id": "gap_audit",
7
+ "purpose": "Keep the 2 scoreless cells visible and reproducible."
8
  },
9
  {
10
  "artifact": "scripts/omni/score_model_output_probes.py",
 
24
  "proxy_scored_task_count": 0,
25
  "result_record_count": 20,
26
  "scope": "128 selected episodes, held-out test",
27
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29
  "status_counts": {
30
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31
+ "scored": 18
32
  }
33
  },
34
  "cosmos3_super_reasoner": {
 
133
  }
134
  },
135
  "missing_by_method": {
136
+ "cosmos3_nano_future_window": 2
137
  },
138
  "missing_by_status": {
139
+ "not_evaluated_in_verified_package": 2
140
  },
141
  "missing_by_task": {
142
  "02 Procedure Step Recognition": [
143
  "cosmos3_nano_future_window"
144
  ],
 
 
 
145
  "07 Object Relevance Prediction": [
146
  "cosmos3_nano_future_window"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
147
  ]
148
  },
149
  "missing_records": [
 
160
  "task_label": "Procedure Step Recognition",
161
  "task_number": 2
162
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
163
  {
164
  "method": "Cosmos3-Nano Future Window",
165
  "metric_key": "micro_f1",
 
172
  "task_id": "object_relevance",
173
  "task_label": "Object Relevance Prediction",
174
  "task_number": 7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
175
  }
176
  ],
177
  "proxy_records": [
 
240
  "method_count": 9,
241
  "method_task_record_count": 180,
242
  "proxy_scored_method_task_count": 6,
243
+ "scored_method_task_count": 178,
244
+ "scoreless_method_task_count": 2,
245
  "task_count": 20
246
  },
247
  "source_matrix": "docs/data/task_method_20_result_matrix.json",
docs/data/task_method_20_result_matrix.json CHANGED
@@ -1,11 +1,11 @@
1
  {
2
  "title": "Task Method 20-Result Matrix",
3
  "status": "pass",
4
- "generated_at_utc": "2026-06-20T16:47:26+00:00",
5
  "task_count": 20,
6
  "method_count": 9,
7
  "method_task_record_count": 180,
8
- "scored_method_task_count": 171,
9
  "series": [
10
  {
11
  "id": "minimal",
@@ -203,20 +203,20 @@
203
  "kind": "partial_128_episode_world_model_overlay",
204
  "scope": "128 selected episodes, held-out test",
205
  "stroke_dasharray": "2 7",
206
- "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus tasks 10/13/14/16/17 and a derived task-20 boundary timing probe scored from existing held-out future-window artifacts.",
207
  "plotted_as": "colored point overlay",
208
  "result_record_count": 20,
209
- "scored_task_count": 11,
210
- "covered_task_count": 11,
211
  "proxy_scored_task_count": 0,
212
- "scoreless_task_count": 9,
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  "unsupported_task_count": 0,
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  "status_counts": {
216
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217
- "scored": 11
218
  },
219
- "coverage_fraction": 0.55,
220
  "result_record_fraction": 1.0
221
  }
222
  ],
@@ -1019,17 +1019,17 @@
1019
  "task_label": "Hand Trajectory Forecasting",
1020
  "series_id": "cosmos3_nano_future_window",
1021
  "method": "Cosmos3-Nano Future Window",
1022
- "status": "not_evaluated_in_verified_package",
1023
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1024
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1025
  "proxy_scored": false,
1026
- "raw": null,
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- "raw_text": "n/a",
1028
- "normalized_score": null,
1029
- "metric_key": "mpjpe",
1030
- "source": null,
1031
  "scope": "multi_episode_128_partial_model_overlay",
1032
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
1033
  },
1034
  {
1035
  "task_number": 6,
@@ -1505,17 +1505,17 @@
1505
  "task_label": "Language Grounding",
1506
  "series_id": "cosmos3_nano_future_window",
1507
  "method": "Cosmos3-Nano Future Window",
1508
- "status": "not_evaluated_in_verified_package",
1509
- "status_label": "not evaluated",
1510
- "scored": false,
1511
  "proxy_scored": false,
1512
- "raw": null,
1513
- "raw_text": "n/a",
1514
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1515
- "metric_key": "mrr",
1516
- "source": null,
1517
  "scope": "multi_episode_128_partial_model_overlay",
1518
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
1519
  },
1520
  {
1521
  "task_number": 9,
@@ -1991,17 +1991,17 @@
1991
  "task_label": "Temporal Order Verification",
1992
  "series_id": "cosmos3_nano_future_window",
1993
  "method": "Cosmos3-Nano Future Window",
1994
- "status": "not_evaluated_in_verified_package",
1995
- "status_label": "not evaluated",
1996
- "scored": false,
1997
  "proxy_scored": false,
1998
- "raw": null,
1999
- "raw_text": "n/a",
2000
- "normalized_score": null,
2001
- "metric_key": "f1",
2002
- "source": null,
2003
  "scope": "multi_episode_128_partial_model_overlay",
2004
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
2005
  },
2006
  {
2007
  "task_number": 12,
@@ -2153,17 +2153,17 @@
2153
  "task_label": "Multimodal Synchronization Detection",
2154
  "series_id": "cosmos3_nano_future_window",
2155
  "method": "Cosmos3-Nano Future Window",
2156
- "status": "not_evaluated_in_verified_package",
2157
- "status_label": "not evaluated",
2158
- "scored": false,
2159
  "proxy_scored": false,
2160
- "raw": null,
2161
- "raw_text": "n/a",
2162
- "normalized_score": null,
2163
- "metric_key": "f1",
2164
- "source": null,
2165
  "scope": "multi_episode_128_partial_model_overlay",
2166
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
2167
  },
2168
  {
2169
  "task_number": 13,
@@ -2639,17 +2639,17 @@
2639
  "task_label": "Interaction Text Prediction",
2640
  "series_id": "cosmos3_nano_future_window",
2641
  "method": "Cosmos3-Nano Future Window",
2642
- "status": "not_evaluated_in_verified_package",
2643
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2644
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2645
  "proxy_scored": false,
2646
- "raw": null,
2647
- "raw_text": "n/a",
2648
- "normalized_score": null,
2649
  "metric_key": "macro_f1",
2650
- "source": null,
2651
  "scope": "multi_episode_128_partial_model_overlay",
2652
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
2653
  },
2654
  {
2655
  "task_number": 16,
@@ -3125,17 +3125,17 @@
3125
  "task_label": "IMU-to-Hand Pose Reconstruction",
3126
  "series_id": "cosmos3_nano_future_window",
3127
  "method": "Cosmos3-Nano Future Window",
3128
- "status": "not_evaluated_in_verified_package",
3129
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3130
- "scored": false,
3131
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3132
- "raw": null,
3133
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3134
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3135
- "metric_key": "mae",
3136
- "source": null,
3137
  "scope": "multi_episode_128_partial_model_overlay",
3138
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3139
  },
3140
  {
3141
  "task_number": 19,
@@ -3287,17 +3287,17 @@
3287
  "task_label": "Camera-View Synchronization Retrieval",
3288
  "series_id": "cosmos3_nano_future_window",
3289
  "method": "Cosmos3-Nano Future Window",
3290
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3292
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3293
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3298
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3299
  "scope": "multi_episode_128_partial_model_overlay",
3300
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3301
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3302
  {
3303
  "task_number": 20,
 
1
  {
2
  "title": "Task Method 20-Result Matrix",
3
  "status": "pass",
4
+ "generated_at_utc": "2026-06-20T17:46:52+00:00",
5
  "task_count": 20,
6
  "method_count": 9,
7
  "method_task_record_count": 180,
8
+ "scored_method_task_count": 178,
9
  "series": [
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  {
11
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203
  "kind": "partial_128_episode_world_model_overlay",
204
  "scope": "128 selected episodes, held-out test",
205
  "stroke_dasharray": "2 7",
206
+ "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus model-output probes for tasks 5/8/10/11/12/13/14/15/16/17/18/19 and a derived task-20 boundary timing probe scored from held-out future-window artifacts.",
207
  "plotted_as": "colored point overlay",
208
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218
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219
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220
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221
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222
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1019
  "task_label": "Hand Trajectory Forecasting",
1020
  "series_id": "cosmos3_nano_future_window",
1021
  "method": "Cosmos3-Nano Future Window",
1022
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1031
  "scope": "multi_episode_128_partial_model_overlay",
1032
+ "reason": null
1033
  },
1034
  {
1035
  "task_number": 6,
 
1505
  "task_label": "Language Grounding",
1506
  "series_id": "cosmos3_nano_future_window",
1507
  "method": "Cosmos3-Nano Future Window",
1508
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1517
  "scope": "multi_episode_128_partial_model_overlay",
1518
+ "reason": null
1519
  },
1520
  {
1521
  "task_number": 9,
 
1991
  "task_label": "Temporal Order Verification",
1992
  "series_id": "cosmos3_nano_future_window",
1993
  "method": "Cosmos3-Nano Future Window",
1994
+ "status": "scored",
1995
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1996
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1997
  "proxy_scored": false,
1998
+ "raw": 0.5954109425716205,
1999
+ "raw_text": "0.5954",
2000
+ "normalized_score": 0.5954109425716205,
2001
+ "metric_key": "temporal_order_f1",
2002
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_future_order_misalignment_patched_textonly_20260621/temporal_order/metrics.json",
2003
  "scope": "multi_episode_128_partial_model_overlay",
2004
+ "reason": null
2005
  },
2006
  {
2007
  "task_number": 12,
 
2153
  "task_label": "Multimodal Synchronization Detection",
2154
  "series_id": "cosmos3_nano_future_window",
2155
  "method": "Cosmos3-Nano Future Window",
2156
+ "status": "scored",
2157
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2158
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2159
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2161
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2162
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2163
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2164
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2165
  "scope": "multi_episode_128_partial_model_overlay",
2166
+ "reason": null
2167
  },
2168
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2169
  "task_number": 13,
 
2639
  "task_label": "Interaction Text Prediction",
2640
  "series_id": "cosmos3_nano_future_window",
2641
  "method": "Cosmos3-Nano Future Window",
2642
+ "status": "scored",
2643
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2644
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2645
  "proxy_scored": false,
2646
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2648
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2649
  "metric_key": "macro_f1",
2650
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_interaction_text_task15_patched_textonly_20260621/interaction_text_prediction/metrics.json",
2651
  "scope": "multi_episode_128_partial_model_overlay",
2652
+ "reason": null
2653
  },
2654
  {
2655
  "task_number": 16,
 
3125
  "task_label": "IMU-to-Hand Pose Reconstruction",
3126
  "series_id": "cosmos3_nano_future_window",
3127
  "method": "Cosmos3-Nano Future Window",
3128
+ "status": "scored",
3129
+ "status_label": "scored",
3130
+ "scored": true,
3131
  "proxy_scored": false,
3132
+ "raw": 0.9920062431451954,
3133
+ "raw_text": "0.9920",
3134
+ "normalized_score": 0.04238824931752955,
3135
+ "metric_key": "imu_to_hand_pose_mrr",
3136
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/imu_to_hand_pose/metrics.json",
3137
  "scope": "multi_episode_128_partial_model_overlay",
3138
+ "reason": null
3139
  },
3140
  {
3141
  "task_number": 19,
 
3287
  "task_label": "Camera-View Synchronization Retrieval",
3288
  "series_id": "cosmos3_nano_future_window",
3289
  "method": "Cosmos3-Nano Future Window",
3290
+ "status": "scored",
3291
+ "status_label": "scored",
3292
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3293
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3294
+ "raw": 0.9989875980764363,
3295
+ "raw_text": "0.9990",
3296
+ "normalized_score": 0.9989875980764363,
3297
+ "metric_key": "camera_view_sync_retrieval_mrr",
3298
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/camera_view_sync_retrieval/metrics.json",
3299
  "scope": "multi_episode_128_partial_model_overlay",
3300
+ "reason": null
3301
  },
3302
  {
3303
  "task_number": 20,
docs/data/task_surface_integrity.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
  "status": "pass",
3
- "generated_at_utc": "2026-06-20T17:14:13+00:00",
4
  "summary": {
5
  "task_count": 12,
6
  "expected_task_count": 12,
 
1
  {
2
  "status": "pass",
3
+ "generated_at_utc": "2026-06-20T17:47:18+00:00",
4
  "summary": {
5
  "task_count": 12,
6
  "expected_task_count": 12,
docs/data/unified_task_model_radar.json CHANGED
@@ -1,11 +1,11 @@
1
  {
2
  "title": "Unified 20-Task Model Radar",
3
  "status": "pass",
4
- "generated_at_utc": "2026-06-20T16:47:26+00:00",
5
  "task_count": 20,
6
  "method_count": 9,
7
  "method_task_record_count": 180,
8
- "scored_method_task_count": 171,
9
  "normalization_policy": {
10
  "higher_is_better": "bounded metrics are plotted directly on 0-1 axes after clipping to [0, 1]",
11
  "lower_is_better": "lower-error metrics are converted to best_observed_value / raw_value within the same task",
@@ -212,20 +212,20 @@
212
  "kind": "partial_128_episode_world_model_overlay",
213
  "scope": "128 selected episodes, held-out test",
214
  "stroke_dasharray": "2 7",
215
- "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus tasks 10/13/14/16/17 and a derived task-20 boundary timing probe scored from existing held-out future-window artifacts.",
216
  "plotted_as": "colored point overlay",
217
  "result_record_count": 20,
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- "covered_task_count": 11,
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  "proxy_scored_task_count": 0,
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222
  "unsupported_task_count": 0,
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- "not_evaluated_task_count": 9,
224
  "status_counts": {
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226
- "scored": 11
227
  },
228
- "coverage_fraction": 0.55,
229
  "result_record_fraction": 1.0
230
  }
231
  ],
@@ -706,6 +706,17 @@
706
  "raw_text": "0.1079",
707
  "status_label": "scored"
708
  },
 
 
 
 
 
 
 
 
 
 
 
709
  "qwen3_omni_v6_lora": {
710
  "raw": 0.7216105627267382,
711
  "metric_key": "hand_trajectory_forecast_mrr",
@@ -771,17 +782,6 @@
771
  "normalized_score": 0.5837560051580399,
772
  "raw_text": "0.1848",
773
  "status_label": "scored"
774
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775
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777
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778
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779
- "scope": "multi_episode_128_partial_model_overlay",
780
- "status": "not_evaluated_in_verified_package",
781
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782
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783
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784
- "status_label": "not evaluated"
785
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786
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787
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@@ -1050,6 +1050,17 @@
1050
  "raw_text": "0.3064",
1051
  "status_label": "scored"
1052
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1053
  "qwen3_omni_v6_lora": {
1054
  "raw": 0.8764467592592605,
1055
  "metric_key": "caption_grounding_mrr",
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1104
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1105
  "raw_text": "0.0063",
1106
  "status_label": "scored"
1107
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1108
- "cosmos3_nano_future_window": {
1109
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1110
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1111
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1112
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1113
- "status": "not_evaluated_in_verified_package",
1114
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1115
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1116
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1117
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1118
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1119
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1120
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@@ -1372,6 +1372,17 @@
1372
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1373
  "status_label": "scored"
1374
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1375
  "qwen3_omni_v6_lora": {
1376
  "raw": 0.40984631701404173,
1377
  "metric_key": "temporal_order_f1",
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1437
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1438
  "raw_text": "0.8030",
1439
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1440
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1441
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1442
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1443
- "metric_key": "f1",
1444
- "source": null,
1445
- "scope": "multi_episode_128_partial_model_overlay",
1446
- "status": "not_evaluated_in_verified_package",
1447
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1448
- "normalized_score": null,
1449
- "raw_text": "n/a",
1450
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1451
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1452
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1453
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@@ -1483,6 +1483,17 @@
1483
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1484
  "status_label": "scored"
1485
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1486
  "qwen3_omni_v6_lora": {
1487
  "raw": 0.3344936184319576,
1488
  "metric_key": "misalignment_detection_f1",
@@ -1548,17 +1559,6 @@
1548
  "normalized_score": 0.8272709077974252,
1549
  "raw_text": "0.8273",
1550
  "status_label": "scored"
1551
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1552
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1553
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1554
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1555
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1556
- "scope": "multi_episode_128_partial_model_overlay",
1557
- "status": "not_evaluated_in_verified_package",
1558
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1559
- "normalized_score": null,
1560
- "raw_text": "n/a",
1561
- "status_label": "not evaluated"
1562
  }
1563
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1564
  },
@@ -1816,6 +1816,17 @@
1816
  "raw_text": "0.0381",
1817
  "status_label": "scored"
1818
  },
 
 
 
 
 
 
 
 
 
 
 
1819
  "qwen3_omni_v6_lora": {
1820
  "raw": 0.4318674027510605,
1821
  "metric_key": "macro_f1",
@@ -1881,17 +1892,6 @@
1881
  "normalized_score": 0.009791421280985521,
1882
  "raw_text": "0.0098",
1883
  "status_label": "proxy scored"
1884
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1885
- "cosmos3_nano_future_window": {
1886
- "raw": null,
1887
- "metric_key": "macro_f1",
1888
- "source": null,
1889
- "scope": "multi_episode_128_partial_model_overlay",
1890
- "status": "not_evaluated_in_verified_package",
1891
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1892
- "normalized_score": null,
1893
- "raw_text": "n/a",
1894
- "status_label": "not evaluated"
1895
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1896
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1897
  },
@@ -2149,6 +2149,17 @@
2149
  "raw_text": "0.0426",
2150
  "status_label": "scored"
2151
  },
 
 
 
 
 
 
 
 
 
 
 
2152
  "qwen3_omni_v6_lora": {
2153
  "raw": 0.9641651902471952,
2154
  "metric_key": "imu_to_hand_pose_mrr",
@@ -2214,17 +2225,6 @@
2214
  "normalized_score": 0.1662042369509182,
2215
  "raw_text": "0.2530",
2216
  "status_label": "scored"
2217
- },
2218
- "cosmos3_nano_future_window": {
2219
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2220
- "metric_key": "mae",
2221
- "source": null,
2222
- "scope": "multi_episode_128_partial_model_overlay",
2223
- "status": "not_evaluated_in_verified_package",
2224
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
2225
- "normalized_score": null,
2226
- "raw_text": "n/a",
2227
- "status_label": "not evaluated"
2228
  }
2229
  }
2230
  },
@@ -2260,6 +2260,17 @@
2260
  "raw_text": "0.2409",
2261
  "status_label": "scored"
2262
  },
 
 
 
 
 
 
 
 
 
 
 
2263
  "qwen3_omni_v6_lora": {
2264
  "raw": 0.6587714947089998,
2265
  "metric_key": "camera_view_sync_retrieval_mrr",
@@ -2325,17 +2336,6 @@
2325
  "normalized_score": 0.0025448438245803118,
2326
  "raw_text": "0.0025",
2327
  "status_label": "proxy scored"
2328
- },
2329
- "cosmos3_nano_future_window": {
2330
- "raw": null,
2331
- "metric_key": "mrr",
2332
- "source": null,
2333
- "scope": "multi_episode_128_partial_model_overlay",
2334
- "status": "not_evaluated_in_verified_package",
2335
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
2336
- "normalized_score": null,
2337
- "raw_text": "n/a",
2338
- "status_label": "not evaluated"
2339
  }
2340
  }
2341
  },
@@ -2505,7 +2505,7 @@
2505
  "id": "cosmos3_nano_future_window",
2506
  "title": "Cosmos3-Nano Future Window",
2507
  "status": "verified_compatibility_eval",
2508
- "coverage": "20 records / 11 scored task-aligned axes",
2509
  "headline": "future retrieval MRR 0.0221; transition accuracy 0.9683",
2510
  "source": "results/omni_finetune/verified_public/xperience10m_cosmos3_nano_128ep_future_window_h5_compat_adapter_eval_test_full/eval/metrics.json"
2511
  },
@@ -3317,17 +3317,17 @@
3317
  "task_label": "Hand Trajectory Forecasting",
3318
  "series_id": "cosmos3_nano_future_window",
3319
  "method": "Cosmos3-Nano Future Window",
3320
- "status": "not_evaluated_in_verified_package",
3321
- "status_label": "not evaluated",
3322
- "scored": false,
3323
  "proxy_scored": false,
3324
- "raw": null,
3325
- "raw_text": "n/a",
3326
- "normalized_score": null,
3327
- "metric_key": "mpjpe",
3328
- "source": null,
3329
  "scope": "multi_episode_128_partial_model_overlay",
3330
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3331
  },
3332
  {
3333
  "task_number": 6,
@@ -3803,17 +3803,17 @@
3803
  "task_label": "Language Grounding",
3804
  "series_id": "cosmos3_nano_future_window",
3805
  "method": "Cosmos3-Nano Future Window",
3806
- "status": "not_evaluated_in_verified_package",
3807
- "status_label": "not evaluated",
3808
- "scored": false,
3809
  "proxy_scored": false,
3810
- "raw": null,
3811
- "raw_text": "n/a",
3812
- "normalized_score": null,
3813
- "metric_key": "mrr",
3814
- "source": null,
3815
  "scope": "multi_episode_128_partial_model_overlay",
3816
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3817
  },
3818
  {
3819
  "task_number": 9,
@@ -4289,17 +4289,17 @@
4289
  "task_label": "Temporal Order Verification",
4290
  "series_id": "cosmos3_nano_future_window",
4291
  "method": "Cosmos3-Nano Future Window",
4292
- "status": "not_evaluated_in_verified_package",
4293
- "status_label": "not evaluated",
4294
- "scored": false,
4295
  "proxy_scored": false,
4296
- "raw": null,
4297
- "raw_text": "n/a",
4298
- "normalized_score": null,
4299
- "metric_key": "f1",
4300
- "source": null,
4301
  "scope": "multi_episode_128_partial_model_overlay",
4302
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
4303
  },
4304
  {
4305
  "task_number": 12,
@@ -4451,17 +4451,17 @@
4451
  "task_label": "Multimodal Synchronization Detection",
4452
  "series_id": "cosmos3_nano_future_window",
4453
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1177
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1178
  "cosmos3_nano_future_window": {
1179
- "raw": null,
1180
- "metric_key": "f1",
1181
- "source": null,
1182
  "scope": "multi_episode_128_partial_model_overlay",
1183
- "status": "not_evaluated_in_verified_package",
1184
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1185
- "normalized_score": null,
1186
- "raw_text": "n/a",
1187
- "status_label": "not evaluated"
1188
  }
1189
  }
1190
  },
@@ -1267,15 +1267,15 @@
1267
  "status_label": "scored"
1268
  },
1269
  "cosmos3_nano_future_window": {
1270
- "raw": null,
1271
- "metric_key": "f1",
1272
- "source": null,
1273
  "scope": "multi_episode_128_partial_model_overlay",
1274
- "status": "not_evaluated_in_verified_package",
1275
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1276
- "normalized_score": null,
1277
- "raw_text": "n/a",
1278
- "status_label": "not evaluated"
1279
  }
1280
  }
1281
  },
@@ -1540,15 +1540,15 @@
1540
  "status_label": "scored"
1541
  },
1542
  "cosmos3_nano_future_window": {
1543
- "raw": null,
1544
  "metric_key": "macro_f1",
1545
- "source": null,
1546
  "scope": "multi_episode_128_partial_model_overlay",
1547
- "status": "not_evaluated_in_verified_package",
1548
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1549
- "normalized_score": null,
1550
- "raw_text": "n/a",
1551
- "status_label": "not evaluated"
1552
  }
1553
  }
1554
  },
@@ -1813,15 +1813,15 @@
1813
  "status_label": "scored"
1814
  },
1815
  "cosmos3_nano_future_window": {
1816
- "raw": null,
1817
- "metric_key": "mae",
1818
- "source": null,
1819
  "scope": "multi_episode_128_partial_model_overlay",
1820
- "status": "not_evaluated_in_verified_package",
1821
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1822
- "normalized_score": null,
1823
- "raw_text": "n/a",
1824
- "status_label": "not evaluated"
1825
  }
1826
  }
1827
  },
@@ -1904,15 +1904,15 @@
1904
  "status_label": "scored"
1905
  },
1906
  "cosmos3_nano_future_window": {
1907
- "raw": null,
1908
- "metric_key": "mrr",
1909
- "source": null,
1910
  "scope": "multi_episode_128_partial_model_overlay",
1911
- "status": "not_evaluated_in_verified_package",
1912
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
1913
- "normalized_score": null,
1914
- "raw_text": "n/a",
1915
- "status_label": "not evaluated"
1916
  }
1917
  }
1918
  },
@@ -2627,17 +2627,17 @@
2627
  "task_label": "Hand Trajectory Forecasting",
2628
  "series_id": "cosmos3_nano_future_window",
2629
  "method": "Cosmos3-Nano Future Window",
2630
- "status": "not_evaluated_in_verified_package",
2631
- "status_label": "not evaluated",
2632
- "scored": false,
2633
  "proxy_scored": false,
2634
- "raw": null,
2635
- "raw_text": "n/a",
2636
- "normalized_score": null,
2637
- "metric_key": "mpjpe",
2638
- "source": null,
2639
  "scope": "multi_episode_128_partial_model_overlay",
2640
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
2641
  },
2642
  {
2643
  "task_number": 6,
@@ -3005,17 +3005,17 @@
3005
  "task_label": "Language Grounding",
3006
  "series_id": "cosmos3_nano_future_window",
3007
  "method": "Cosmos3-Nano Future Window",
3008
- "status": "not_evaluated_in_verified_package",
3009
- "status_label": "not evaluated",
3010
- "scored": false,
3011
  "proxy_scored": false,
3012
- "raw": null,
3013
- "raw_text": "n/a",
3014
- "normalized_score": null,
3015
- "metric_key": "mrr",
3016
- "source": null,
3017
  "scope": "multi_episode_128_partial_model_overlay",
3018
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3019
  },
3020
  {
3021
  "task_number": 9,
@@ -3383,17 +3383,17 @@
3383
  "task_label": "Temporal Order Verification",
3384
  "series_id": "cosmos3_nano_future_window",
3385
  "method": "Cosmos3-Nano Future Window",
3386
- "status": "not_evaluated_in_verified_package",
3387
- "status_label": "not evaluated",
3388
- "scored": false,
3389
  "proxy_scored": false,
3390
- "raw": null,
3391
- "raw_text": "n/a",
3392
- "normalized_score": null,
3393
- "metric_key": "f1",
3394
- "source": null,
3395
  "scope": "multi_episode_128_partial_model_overlay",
3396
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3397
  },
3398
  {
3399
  "task_number": 12,
@@ -3509,17 +3509,17 @@
3509
  "task_label": "Multimodal Synchronization Detection",
3510
  "series_id": "cosmos3_nano_future_window",
3511
  "method": "Cosmos3-Nano Future Window",
3512
- "status": "not_evaluated_in_verified_package",
3513
- "status_label": "not evaluated",
3514
- "scored": false,
3515
  "proxy_scored": false,
3516
- "raw": null,
3517
- "raw_text": "n/a",
3518
- "normalized_score": null,
3519
- "metric_key": "f1",
3520
- "source": null,
3521
  "scope": "multi_episode_128_partial_model_overlay",
3522
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3523
  },
3524
  {
3525
  "task_number": 13,
@@ -3887,17 +3887,17 @@
3887
  "task_label": "Interaction Text Prediction",
3888
  "series_id": "cosmos3_nano_future_window",
3889
  "method": "Cosmos3-Nano Future Window",
3890
- "status": "not_evaluated_in_verified_package",
3891
- "status_label": "not evaluated",
3892
- "scored": false,
3893
  "proxy_scored": false,
3894
- "raw": null,
3895
- "raw_text": "n/a",
3896
- "normalized_score": null,
3897
  "metric_key": "macro_f1",
3898
- "source": null,
3899
  "scope": "multi_episode_128_partial_model_overlay",
3900
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3901
  },
3902
  {
3903
  "task_number": 16,
@@ -4265,17 +4265,17 @@
4265
  "task_label": "IMU-to-Hand Pose Reconstruction",
4266
  "series_id": "cosmos3_nano_future_window",
4267
  "method": "Cosmos3-Nano Future Window",
4268
- "status": "not_evaluated_in_verified_package",
4269
- "status_label": "not evaluated",
4270
- "scored": false,
4271
  "proxy_scored": false,
4272
- "raw": null,
4273
- "raw_text": "n/a",
4274
- "normalized_score": null,
4275
- "metric_key": "mae",
4276
- "source": null,
4277
  "scope": "multi_episode_128_partial_model_overlay",
4278
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
4279
  },
4280
  {
4281
  "task_number": 19,
@@ -4391,17 +4391,17 @@
4391
  "task_label": "Camera-View Synchronization Retrieval",
4392
  "series_id": "cosmos3_nano_future_window",
4393
  "method": "Cosmos3-Nano Future Window",
4394
- "status": "not_evaluated_in_verified_package",
4395
- "status_label": "not evaluated",
4396
- "scored": false,
4397
  "proxy_scored": false,
4398
- "raw": null,
4399
- "raw_text": "n/a",
4400
- "normalized_score": null,
4401
- "metric_key": "mrr",
4402
- "source": null,
4403
  "scope": "multi_episode_128_partial_model_overlay",
4404
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
4405
  },
4406
  {
4407
  "task_number": 20,
 
1
  {
2
  "title": "128-Episode 20-Task Radar",
3
  "status": "pass",
4
+ "generated_at_utc": "2026-06-20T17:46:52+00:00",
5
  "description": "Selected 128-episode metadata/raw baselines plus verified Qwen3/Cosmos branches. Every method has 20 records; numeric scores appear only where the public artifact produced that task target.",
6
  "task_count": 20,
7
  "method_count": 7,
8
  "method_task_record_count": 140,
9
+ "scored_method_task_count": 138,
10
  "normalization_policy": {
11
  "higher_is_better": "bounded metrics are plotted directly on 0-1 axes after clipping to [0, 1]",
12
  "lower_is_better": "lower-error metrics are converted to best_observed_value / raw_value within the same task",
 
169
  "kind": "partial_128_episode_world_model_overlay",
170
  "scope": "128 selected episodes, held-out test",
171
  "stroke_dasharray": "2 7",
172
+ "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus model-output probes for tasks 5/8/10/11/12/13/14/15/16/17/18/19 and a derived task-20 boundary timing probe scored from held-out future-window artifacts.",
173
  "plotted_as": "colored point overlay",
174
  "result_record_count": 20,
175
+ "scored_task_count": 18,
176
+ "covered_task_count": 18,
177
  "proxy_scored_task_count": 0,
178
+ "scoreless_task_count": 2,
179
  "unsupported_task_count": 0,
180
+ "not_evaluated_task_count": 2,
181
  "status_counts": {
182
+ "not_evaluated_in_verified_package": 2,
183
+ "scored": 18
184
  },
185
+ "coverage_fraction": 0.9,
186
  "result_record_fraction": 1.0
187
  }
188
  ],
 
630
  "status_label": "scored"
631
  },
632
  "cosmos3_nano_future_window": {
633
+ "raw": 0.6912806884333101,
634
+ "metric_key": "hand_trajectory_forecast_mrr",
635
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/hand_trajectory_forecast/metrics.json",
636
  "scope": "multi_episode_128_partial_model_overlay",
637
+ "status": "scored",
638
+ "reason": null,
639
+ "normalized_score": 0.15601504328321764,
640
+ "raw_text": "0.6913",
641
+ "status_label": "scored"
642
  }
643
  }
644
  },
 
903
  "status_label": "scored"
904
  },
905
  "cosmos3_nano_future_window": {
906
+ "raw": 0.5221041086644663,
907
+ "metric_key": "caption_grounding_mrr",
908
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/caption_grounding/metrics.json",
909
  "scope": "multi_episode_128_partial_model_overlay",
910
+ "status": "scored",
911
+ "reason": null,
912
+ "normalized_score": 0.5221041086644663,
913
+ "raw_text": "0.5221",
914
+ "status_label": "scored"
915
  }
916
  }
917
  },
 
1176
  "status_label": "scored"
1177
  },
1178
  "cosmos3_nano_future_window": {
1179
+ "raw": 0.5954109425716205,
1180
+ "metric_key": "temporal_order_f1",
1181
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_future_order_misalignment_patched_textonly_20260621/temporal_order/metrics.json",
1182
  "scope": "multi_episode_128_partial_model_overlay",
1183
+ "status": "scored",
1184
+ "reason": null,
1185
+ "normalized_score": 0.5954109425716205,
1186
+ "raw_text": "0.5954",
1187
+ "status_label": "scored"
1188
  }
1189
  }
1190
  },
 
1267
  "status_label": "scored"
1268
  },
1269
  "cosmos3_nano_future_window": {
1270
+ "raw": 0.477201691802725,
1271
+ "metric_key": "misalignment_detection_f1",
1272
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_future_order_misalignment_patched_textonly_20260621/misalignment_detection/metrics.json",
1273
  "scope": "multi_episode_128_partial_model_overlay",
1274
+ "status": "scored",
1275
+ "reason": null,
1276
+ "normalized_score": 0.477201691802725,
1277
+ "raw_text": "0.4772",
1278
+ "status_label": "scored"
1279
  }
1280
  }
1281
  },
 
1540
  "status_label": "scored"
1541
  },
1542
  "cosmos3_nano_future_window": {
1543
+ "raw": 0.1788367958939587,
1544
  "metric_key": "macro_f1",
1545
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_interaction_text_task15_patched_textonly_20260621/interaction_text_prediction/metrics.json",
1546
  "scope": "multi_episode_128_partial_model_overlay",
1547
+ "status": "scored",
1548
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1549
+ "normalized_score": 0.1788367958939587,
1550
+ "raw_text": "0.1788",
1551
+ "status_label": "scored"
1552
  }
1553
  }
1554
  },
 
1813
  "status_label": "scored"
1814
  },
1815
  "cosmos3_nano_future_window": {
1816
+ "raw": 0.9920062431451954,
1817
+ "metric_key": "imu_to_hand_pose_mrr",
1818
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/imu_to_hand_pose/metrics.json",
1819
  "scope": "multi_episode_128_partial_model_overlay",
1820
+ "status": "scored",
1821
+ "reason": null,
1822
+ "normalized_score": 0.04238824931752955,
1823
+ "raw_text": "0.9920",
1824
+ "status_label": "scored"
1825
  }
1826
  }
1827
  },
 
1904
  "status_label": "scored"
1905
  },
1906
  "cosmos3_nano_future_window": {
1907
+ "raw": 0.9989875980764363,
1908
+ "metric_key": "camera_view_sync_retrieval_mrr",
1909
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/camera_view_sync_retrieval/metrics.json",
1910
  "scope": "multi_episode_128_partial_model_overlay",
1911
+ "status": "scored",
1912
+ "reason": null,
1913
+ "normalized_score": 0.9989875980764363,
1914
+ "raw_text": "0.9990",
1915
+ "status_label": "scored"
1916
  }
1917
  }
1918
  },
 
2627
  "task_label": "Hand Trajectory Forecasting",
2628
  "series_id": "cosmos3_nano_future_window",
2629
  "method": "Cosmos3-Nano Future Window",
2630
+ "status": "scored",
2631
+ "status_label": "scored",
2632
+ "scored": true,
2633
  "proxy_scored": false,
2634
+ "raw": 0.6912806884333101,
2635
+ "raw_text": "0.6913",
2636
+ "normalized_score": 0.15601504328321764,
2637
+ "metric_key": "hand_trajectory_forecast_mrr",
2638
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/hand_trajectory_forecast/metrics.json",
2639
  "scope": "multi_episode_128_partial_model_overlay",
2640
+ "reason": null
2641
  },
2642
  {
2643
  "task_number": 6,
 
3005
  "task_label": "Language Grounding",
3006
  "series_id": "cosmos3_nano_future_window",
3007
  "method": "Cosmos3-Nano Future Window",
3008
+ "status": "scored",
3009
+ "status_label": "scored",
3010
+ "scored": true,
3011
  "proxy_scored": false,
3012
+ "raw": 0.5221041086644663,
3013
+ "raw_text": "0.5221",
3014
+ "normalized_score": 0.5221041086644663,
3015
+ "metric_key": "caption_grounding_mrr",
3016
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/caption_grounding/metrics.json",
3017
  "scope": "multi_episode_128_partial_model_overlay",
3018
+ "reason": null
3019
  },
3020
  {
3021
  "task_number": 9,
 
3383
  "task_label": "Temporal Order Verification",
3384
  "series_id": "cosmos3_nano_future_window",
3385
  "method": "Cosmos3-Nano Future Window",
3386
+ "status": "scored",
3387
+ "status_label": "scored",
3388
+ "scored": true,
3389
  "proxy_scored": false,
3390
+ "raw": 0.5954109425716205,
3391
+ "raw_text": "0.5954",
3392
+ "normalized_score": 0.5954109425716205,
3393
+ "metric_key": "temporal_order_f1",
3394
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_future_order_misalignment_patched_textonly_20260621/temporal_order/metrics.json",
3395
  "scope": "multi_episode_128_partial_model_overlay",
3396
+ "reason": null
3397
  },
3398
  {
3399
  "task_number": 12,
 
3509
  "task_label": "Multimodal Synchronization Detection",
3510
  "series_id": "cosmos3_nano_future_window",
3511
  "method": "Cosmos3-Nano Future Window",
3512
+ "status": "scored",
3513
+ "status_label": "scored",
3514
+ "scored": true,
3515
  "proxy_scored": false,
3516
+ "raw": 0.477201691802725,
3517
+ "raw_text": "0.4772",
3518
+ "normalized_score": 0.477201691802725,
3519
+ "metric_key": "misalignment_detection_f1",
3520
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_future_order_misalignment_patched_textonly_20260621/misalignment_detection/metrics.json",
3521
  "scope": "multi_episode_128_partial_model_overlay",
3522
+ "reason": null
3523
  },
3524
  {
3525
  "task_number": 13,
 
3887
  "task_label": "Interaction Text Prediction",
3888
  "series_id": "cosmos3_nano_future_window",
3889
  "method": "Cosmos3-Nano Future Window",
3890
+ "status": "scored",
3891
+ "status_label": "scored",
3892
+ "scored": true,
3893
  "proxy_scored": false,
3894
+ "raw": 0.1788367958939587,
3895
+ "raw_text": "0.1788",
3896
+ "normalized_score": 0.1788367958939587,
3897
  "metric_key": "macro_f1",
3898
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_interaction_text_task15_patched_textonly_20260621/interaction_text_prediction/metrics.json",
3899
  "scope": "multi_episode_128_partial_model_overlay",
3900
+ "reason": null
3901
  },
3902
  {
3903
  "task_number": 16,
 
4265
  "task_label": "IMU-to-Hand Pose Reconstruction",
4266
  "series_id": "cosmos3_nano_future_window",
4267
  "method": "Cosmos3-Nano Future Window",
4268
+ "status": "scored",
4269
+ "status_label": "scored",
4270
+ "scored": true,
4271
  "proxy_scored": false,
4272
+ "raw": 0.9920062431451954,
4273
+ "raw_text": "0.9920",
4274
+ "normalized_score": 0.04238824931752955,
4275
+ "metric_key": "imu_to_hand_pose_mrr",
4276
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/imu_to_hand_pose/metrics.json",
4277
  "scope": "multi_episode_128_partial_model_overlay",
4278
+ "reason": null
4279
  },
4280
  {
4281
  "task_number": 19,
 
4391
  "task_label": "Camera-View Synchronization Retrieval",
4392
  "series_id": "cosmos3_nano_future_window",
4393
  "method": "Cosmos3-Nano Future Window",
4394
+ "status": "scored",
4395
+ "status_label": "scored",
4396
+ "scored": true,
4397
  "proxy_scored": false,
4398
+ "raw": 0.9989875980764363,
4399
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- "18 IMU-to-Hand Pose Reconstruction": [
164
- "cosmos3_nano_future_window"
165
- ],
166
- "19 Camera-View Synchronization Retrieval": [
167
- "cosmos3_nano_future_window"
168
  ]
169
  },
170
  "missing_records": [
@@ -181,19 +160,6 @@
181
  "task_label": "Procedure Step Recognition",
182
  "task_number": 2
183
  },
184
- {
185
- "method": "Cosmos3-Nano Future Window",
186
- "metric_key": "mpjpe",
187
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
188
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
189
- "scope": "multi_episode_128_partial_model_overlay",
190
- "series_id": "cosmos3_nano_future_window",
191
- "status": "not_evaluated_in_verified_package",
192
- "status_label": "not evaluated",
193
- "task_id": "hand_trajectory_forecast",
194
- "task_label": "Hand Trajectory Forecasting",
195
- "task_number": 5
196
- },
197
  {
198
  "method": "Cosmos3-Nano Future Window",
199
  "metric_key": "micro_f1",
@@ -206,84 +172,6 @@
206
  "task_id": "object_relevance",
207
  "task_label": "Object Relevance Prediction",
208
  "task_number": 7
209
- },
210
- {
211
- "method": "Cosmos3-Nano Future Window",
212
- "metric_key": "mrr",
213
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
214
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
215
- "scope": "multi_episode_128_partial_model_overlay",
216
- "series_id": "cosmos3_nano_future_window",
217
- "status": "not_evaluated_in_verified_package",
218
- "status_label": "not evaluated",
219
- "task_id": "caption_grounding",
220
- "task_label": "Language Grounding",
221
- "task_number": 8
222
- },
223
- {
224
- "method": "Cosmos3-Nano Future Window",
225
- "metric_key": "f1",
226
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
227
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
228
- "scope": "multi_episode_128_partial_model_overlay",
229
- "series_id": "cosmos3_nano_future_window",
230
- "status": "not_evaluated_in_verified_package",
231
- "status_label": "not evaluated",
232
- "task_id": "temporal_order",
233
- "task_label": "Temporal Order Verification",
234
- "task_number": 11
235
- },
236
- {
237
- "method": "Cosmos3-Nano Future Window",
238
- "metric_key": "f1",
239
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
240
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
241
- "scope": "multi_episode_128_partial_model_overlay",
242
- "series_id": "cosmos3_nano_future_window",
243
- "status": "not_evaluated_in_verified_package",
244
- "status_label": "not evaluated",
245
- "task_id": "misalignment_detection",
246
- "task_label": "Multimodal Synchronization Detection",
247
- "task_number": 12
248
- },
249
- {
250
- "method": "Cosmos3-Nano Future Window",
251
- "metric_key": "macro_f1",
252
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
253
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
254
- "scope": "multi_episode_128_partial_model_overlay",
255
- "series_id": "cosmos3_nano_future_window",
256
- "status": "not_evaluated_in_verified_package",
257
- "status_label": "not evaluated",
258
- "task_id": "interaction_text_prediction",
259
- "task_label": "Interaction Text Prediction",
260
- "task_number": 15
261
- },
262
- {
263
- "method": "Cosmos3-Nano Future Window",
264
- "metric_key": "mae",
265
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
266
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
267
- "scope": "multi_episode_128_partial_model_overlay",
268
- "series_id": "cosmos3_nano_future_window",
269
- "status": "not_evaluated_in_verified_package",
270
- "status_label": "not evaluated",
271
- "task_id": "imu_to_hand_pose",
272
- "task_label": "IMU-to-Hand Pose Reconstruction",
273
- "task_number": 18
274
- },
275
- {
276
- "method": "Cosmos3-Nano Future Window",
277
- "metric_key": "mrr",
278
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
279
- "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
280
- "scope": "multi_episode_128_partial_model_overlay",
281
- "series_id": "cosmos3_nano_future_window",
282
- "status": "not_evaluated_in_verified_package",
283
- "status_label": "not evaluated",
284
- "task_id": "camera_view_sync_retrieval",
285
- "task_label": "Camera-View Synchronization Retrieval",
286
- "task_number": 19
287
  }
288
  ],
289
  "proxy_records": [
@@ -352,8 +240,8 @@
352
  "method_count": 9,
353
  "method_task_record_count": 180,
354
  "proxy_scored_method_task_count": 6,
355
- "scored_method_task_count": 171,
356
- "scoreless_method_task_count": 9,
357
  "task_count": 20
358
  },
359
  "source_matrix": "docs/data/task_method_20_result_matrix.json",
 
1
  {
2
+ "generated_at_utc": "2026-06-20T17:47:04+00:00",
3
  "immediate_actions": [
4
  {
5
  "artifact": "docs/data/task_method_20_gap_audit.json",
6
  "id": "gap_audit",
7
+ "purpose": "Keep the 2 scoreless cells visible and reproducible."
8
  },
9
  {
10
  "artifact": "scripts/omni/score_model_output_probes.py",
 
24
  "proxy_scored_task_count": 0,
25
  "result_record_count": 20,
26
  "scope": "128 selected episodes, held-out test",
27
+ "scored_task_count": 18,
28
+ "scoreless_task_count": 2,
29
  "status_counts": {
30
+ "not_evaluated_in_verified_package": 2,
31
+ "scored": 18
32
  }
33
  },
34
  "cosmos3_super_reasoner": {
 
133
  }
134
  },
135
  "missing_by_method": {
136
+ "cosmos3_nano_future_window": 2
137
  },
138
  "missing_by_status": {
139
+ "not_evaluated_in_verified_package": 2
140
  },
141
  "missing_by_task": {
142
  "02 Procedure Step Recognition": [
143
  "cosmos3_nano_future_window"
144
  ],
 
 
 
145
  "07 Object Relevance Prediction": [
146
  "cosmos3_nano_future_window"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
147
  ]
148
  },
149
  "missing_records": [
 
160
  "task_label": "Procedure Step Recognition",
161
  "task_number": 2
162
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
163
  {
164
  "method": "Cosmos3-Nano Future Window",
165
  "metric_key": "micro_f1",
 
172
  "task_id": "object_relevance",
173
  "task_label": "Object Relevance Prediction",
174
  "task_number": 7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
175
  }
176
  ],
177
  "proxy_records": [
 
240
  "method_count": 9,
241
  "method_task_record_count": 180,
242
  "proxy_scored_method_task_count": 6,
243
+ "scored_method_task_count": 178,
244
+ "scoreless_method_task_count": 2,
245
  "task_count": 20
246
  },
247
  "source_matrix": "docs/data/task_method_20_result_matrix.json",
metrics/task_method_20_result_matrix.json CHANGED
@@ -1,11 +1,11 @@
1
  {
2
  "title": "Task Method 20-Result Matrix",
3
  "status": "pass",
4
- "generated_at_utc": "2026-06-20T16:47:26+00:00",
5
  "task_count": 20,
6
  "method_count": 9,
7
  "method_task_record_count": 180,
8
- "scored_method_task_count": 171,
9
  "series": [
10
  {
11
  "id": "minimal",
@@ -203,20 +203,20 @@
203
  "kind": "partial_128_episode_world_model_overlay",
204
  "scope": "128 selected episodes, held-out test",
205
  "stroke_dasharray": "2 7",
206
- "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus tasks 10/13/14/16/17 and a derived task-20 boundary timing probe scored from existing held-out future-window artifacts.",
207
  "plotted_as": "colored point overlay",
208
  "result_record_count": 20,
209
- "scored_task_count": 11,
210
- "covered_task_count": 11,
211
  "proxy_scored_task_count": 0,
212
- "scoreless_task_count": 9,
213
  "unsupported_task_count": 0,
214
- "not_evaluated_task_count": 9,
215
  "status_counts": {
216
- "not_evaluated_in_verified_package": 9,
217
- "scored": 11
218
  },
219
- "coverage_fraction": 0.55,
220
  "result_record_fraction": 1.0
221
  }
222
  ],
@@ -1019,17 +1019,17 @@
1019
  "task_label": "Hand Trajectory Forecasting",
1020
  "series_id": "cosmos3_nano_future_window",
1021
  "method": "Cosmos3-Nano Future Window",
1022
- "status": "not_evaluated_in_verified_package",
1023
- "status_label": "not evaluated",
1024
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1025
  "proxy_scored": false,
1026
- "raw": null,
1027
- "raw_text": "n/a",
1028
- "normalized_score": null,
1029
- "metric_key": "mpjpe",
1030
- "source": null,
1031
  "scope": "multi_episode_128_partial_model_overlay",
1032
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
1033
  },
1034
  {
1035
  "task_number": 6,
@@ -1505,17 +1505,17 @@
1505
  "task_label": "Language Grounding",
1506
  "series_id": "cosmos3_nano_future_window",
1507
  "method": "Cosmos3-Nano Future Window",
1508
- "status": "not_evaluated_in_verified_package",
1509
- "status_label": "not evaluated",
1510
- "scored": false,
1511
  "proxy_scored": false,
1512
- "raw": null,
1513
- "raw_text": "n/a",
1514
- "normalized_score": null,
1515
- "metric_key": "mrr",
1516
- "source": null,
1517
  "scope": "multi_episode_128_partial_model_overlay",
1518
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
1519
  },
1520
  {
1521
  "task_number": 9,
@@ -1991,17 +1991,17 @@
1991
  "task_label": "Temporal Order Verification",
1992
  "series_id": "cosmos3_nano_future_window",
1993
  "method": "Cosmos3-Nano Future Window",
1994
- "status": "not_evaluated_in_verified_package",
1995
- "status_label": "not evaluated",
1996
- "scored": false,
1997
  "proxy_scored": false,
1998
- "raw": null,
1999
- "raw_text": "n/a",
2000
- "normalized_score": null,
2001
- "metric_key": "f1",
2002
- "source": null,
2003
  "scope": "multi_episode_128_partial_model_overlay",
2004
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
2005
  },
2006
  {
2007
  "task_number": 12,
@@ -2153,17 +2153,17 @@
2153
  "task_label": "Multimodal Synchronization Detection",
2154
  "series_id": "cosmos3_nano_future_window",
2155
  "method": "Cosmos3-Nano Future Window",
2156
- "status": "not_evaluated_in_verified_package",
2157
- "status_label": "not evaluated",
2158
- "scored": false,
2159
  "proxy_scored": false,
2160
- "raw": null,
2161
- "raw_text": "n/a",
2162
- "normalized_score": null,
2163
- "metric_key": "f1",
2164
- "source": null,
2165
  "scope": "multi_episode_128_partial_model_overlay",
2166
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
2167
  },
2168
  {
2169
  "task_number": 13,
@@ -2639,17 +2639,17 @@
2639
  "task_label": "Interaction Text Prediction",
2640
  "series_id": "cosmos3_nano_future_window",
2641
  "method": "Cosmos3-Nano Future Window",
2642
- "status": "not_evaluated_in_verified_package",
2643
- "status_label": "not evaluated",
2644
- "scored": false,
2645
  "proxy_scored": false,
2646
- "raw": null,
2647
- "raw_text": "n/a",
2648
- "normalized_score": null,
2649
  "metric_key": "macro_f1",
2650
- "source": null,
2651
  "scope": "multi_episode_128_partial_model_overlay",
2652
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
2653
  },
2654
  {
2655
  "task_number": 16,
@@ -3125,17 +3125,17 @@
3125
  "task_label": "IMU-to-Hand Pose Reconstruction",
3126
  "series_id": "cosmos3_nano_future_window",
3127
  "method": "Cosmos3-Nano Future Window",
3128
- "status": "not_evaluated_in_verified_package",
3129
- "status_label": "not evaluated",
3130
- "scored": false,
3131
  "proxy_scored": false,
3132
- "raw": null,
3133
- "raw_text": "n/a",
3134
- "normalized_score": null,
3135
- "metric_key": "mae",
3136
- "source": null,
3137
  "scope": "multi_episode_128_partial_model_overlay",
3138
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3139
  },
3140
  {
3141
  "task_number": 19,
@@ -3287,17 +3287,17 @@
3287
  "task_label": "Camera-View Synchronization Retrieval",
3288
  "series_id": "cosmos3_nano_future_window",
3289
  "method": "Cosmos3-Nano Future Window",
3290
- "status": "not_evaluated_in_verified_package",
3291
- "status_label": "not evaluated",
3292
- "scored": false,
3293
  "proxy_scored": false,
3294
- "raw": null,
3295
- "raw_text": "n/a",
3296
- "normalized_score": null,
3297
- "metric_key": "mrr",
3298
- "source": null,
3299
  "scope": "multi_episode_128_partial_model_overlay",
3300
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3301
  },
3302
  {
3303
  "task_number": 20,
 
1
  {
2
  "title": "Task Method 20-Result Matrix",
3
  "status": "pass",
4
+ "generated_at_utc": "2026-06-20T17:46:52+00:00",
5
  "task_count": 20,
6
  "method_count": 9,
7
  "method_task_record_count": 180,
8
+ "scored_method_task_count": 178,
9
  "series": [
10
  {
11
  "id": "minimal",
 
203
  "kind": "partial_128_episode_world_model_overlay",
204
  "scope": "128 selected episodes, held-out test",
205
  "stroke_dasharray": "2 7",
206
+ "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus model-output probes for tasks 5/8/10/11/12/13/14/15/16/17/18/19 and a derived task-20 boundary timing probe scored from held-out future-window artifacts.",
207
  "plotted_as": "colored point overlay",
208
  "result_record_count": 20,
209
+ "scored_task_count": 18,
210
+ "covered_task_count": 18,
211
  "proxy_scored_task_count": 0,
212
+ "scoreless_task_count": 2,
213
  "unsupported_task_count": 0,
214
+ "not_evaluated_task_count": 2,
215
  "status_counts": {
216
+ "not_evaluated_in_verified_package": 2,
217
+ "scored": 18
218
  },
219
+ "coverage_fraction": 0.9,
220
  "result_record_fraction": 1.0
221
  }
222
  ],
 
1019
  "task_label": "Hand Trajectory Forecasting",
1020
  "series_id": "cosmos3_nano_future_window",
1021
  "method": "Cosmos3-Nano Future Window",
1022
+ "status": "scored",
1023
+ "status_label": "scored",
1024
+ "scored": true,
1025
  "proxy_scored": false,
1026
+ "raw": 0.6912806884333101,
1027
+ "raw_text": "0.6913",
1028
+ "normalized_score": 0.15601504328321764,
1029
+ "metric_key": "hand_trajectory_forecast_mrr",
1030
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/hand_trajectory_forecast/metrics.json",
1031
  "scope": "multi_episode_128_partial_model_overlay",
1032
+ "reason": null
1033
  },
1034
  {
1035
  "task_number": 6,
 
1505
  "task_label": "Language Grounding",
1506
  "series_id": "cosmos3_nano_future_window",
1507
  "method": "Cosmos3-Nano Future Window",
1508
+ "status": "scored",
1509
+ "status_label": "scored",
1510
+ "scored": true,
1511
  "proxy_scored": false,
1512
+ "raw": 0.5221041086644663,
1513
+ "raw_text": "0.5221",
1514
+ "normalized_score": 0.5221041086644663,
1515
+ "metric_key": "caption_grounding_mrr",
1516
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_retrieval_task_probes_a100_patched_textonly_20260621/caption_grounding/metrics.json",
1517
  "scope": "multi_episode_128_partial_model_overlay",
1518
+ "reason": null
1519
  },
1520
  {
1521
  "task_number": 9,
 
1991
  "task_label": "Temporal Order Verification",
1992
  "series_id": "cosmos3_nano_future_window",
1993
  "method": "Cosmos3-Nano Future Window",
1994
+ "status": "scored",
1995
+ "status_label": "scored",
1996
+ "scored": true,
1997
  "proxy_scored": false,
1998
+ "raw": 0.5954109425716205,
1999
+ "raw_text": "0.5954",
2000
+ "normalized_score": 0.5954109425716205,
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+ "metric_key": "temporal_order_f1",
2002
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_future_order_misalignment_patched_textonly_20260621/temporal_order/metrics.json",
2003
  "scope": "multi_episode_128_partial_model_overlay",
2004
+ "reason": null
2005
  },
2006
  {
2007
  "task_number": 12,
 
2153
  "task_label": "Multimodal Synchronization Detection",
2154
  "series_id": "cosmos3_nano_future_window",
2155
  "method": "Cosmos3-Nano Future Window",
2156
+ "status": "scored",
2157
+ "status_label": "scored",
2158
+ "scored": true,
2159
  "proxy_scored": false,
2160
+ "raw": 0.477201691802725,
2161
+ "raw_text": "0.4772",
2162
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2163
+ "metric_key": "misalignment_detection_f1",
2164
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_future_order_misalignment_patched_textonly_20260621/misalignment_detection/metrics.json",
2165
  "scope": "multi_episode_128_partial_model_overlay",
2166
+ "reason": null
2167
  },
2168
  {
2169
  "task_number": 13,
 
2639
  "task_label": "Interaction Text Prediction",
2640
  "series_id": "cosmos3_nano_future_window",
2641
  "method": "Cosmos3-Nano Future Window",
2642
+ "status": "scored",
2643
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2644
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2645
  "proxy_scored": false,
2646
+ "raw": 0.1788367958939587,
2647
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2648
+ "normalized_score": 0.1788367958939587,
2649
  "metric_key": "macro_f1",
2650
+ "source": "results/omni_finetune/xperience10m_cosmos3_nano_interaction_text_task15_patched_textonly_20260621/interaction_text_prediction/metrics.json",
2651
  "scope": "multi_episode_128_partial_model_overlay",
2652
+ "reason": null
2653
  },
2654
  {
2655
  "task_number": 16,
 
3125
  "task_label": "IMU-to-Hand Pose Reconstruction",
3126
  "series_id": "cosmos3_nano_future_window",
3127
  "method": "Cosmos3-Nano Future Window",
3128
+ "status": "scored",
3129
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  "proxy_scored": false,
3132
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3137
  "scope": "multi_episode_128_partial_model_overlay",
3138
+ "reason": null
3139
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3140
  {
3141
  "task_number": 19,
 
3287
  "task_label": "Camera-View Synchronization Retrieval",
3288
  "series_id": "cosmos3_nano_future_window",
3289
  "method": "Cosmos3-Nano Future Window",
3290
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+ "raw_text": "0.9990",
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3299
  "scope": "multi_episode_128_partial_model_overlay",
3300
+ "reason": null
3301
  },
3302
  {
3303
  "task_number": 20,
metrics/task_surface_integrity.json CHANGED
@@ -1,6 +1,6 @@
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  {
2
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3
- "generated_at_utc": "2026-06-20T17:14:13+00:00",
4
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  "task_count": 12,
6
  "expected_task_count": 12,
 
1
  {
2
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3
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4
  "summary": {
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6
  "expected_task_count": 12,
metrics/unified_task_model_radar.json CHANGED
@@ -1,11 +1,11 @@
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  "status": "pass",
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5
  "task_count": 20,
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  "method_count": 9,
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212
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213
  "scope": "128 selected episodes, held-out test",
214
  "stroke_dasharray": "2 7",
215
- "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus tasks 10/13/14/16/17 and a derived task-20 boundary timing probe scored from existing held-out future-window artifacts.",
216
  "plotted_as": "colored point overlay",
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  "qwen3_omni_v6_lora": {
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  "metric_key": "caption_grounding_mrr",
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@@ -1372,6 +1372,17 @@
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  "qwen3_omni_v6_lora": {
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  "metric_key": "temporal_order_f1",
@@ -1437,17 +1448,6 @@
1437
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1444
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1445
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1446
- "status": "not_evaluated_in_verified_package",
1447
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1448
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1449
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1450
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1451
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1452
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1453
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@@ -1483,6 +1483,17 @@
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1486
  "qwen3_omni_v6_lora": {
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1488
  "metric_key": "misalignment_detection_f1",
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1548
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1558
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1559
- "normalized_score": null,
1560
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1561
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1562
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1564
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@@ -1816,6 +1816,17 @@
1816
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1817
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1818
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1819
  "qwen3_omni_v6_lora": {
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  "metric_key": "macro_f1",
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1881
  "normalized_score": 0.009791421280985521,
1882
  "raw_text": "0.0098",
1883
  "status_label": "proxy scored"
1884
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1888
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- "scope": "multi_episode_128_partial_model_overlay",
1890
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1891
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1892
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1893
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1894
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1895
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1896
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1897
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@@ -2149,6 +2149,17 @@
2149
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2150
  "status_label": "scored"
2151
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2152
  "qwen3_omni_v6_lora": {
2153
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2154
  "metric_key": "imu_to_hand_pose_mrr",
@@ -2214,17 +2225,6 @@
2214
  "normalized_score": 0.1662042369509182,
2215
  "raw_text": "0.2530",
2216
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2220
- "metric_key": "mae",
2221
- "source": null,
2222
- "scope": "multi_episode_128_partial_model_overlay",
2223
- "status": "not_evaluated_in_verified_package",
2224
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2225
- "normalized_score": null,
2226
- "raw_text": "n/a",
2227
- "status_label": "not evaluated"
2228
  }
2229
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2230
  },
@@ -2260,6 +2260,17 @@
2260
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2261
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2262
  },
 
 
 
 
 
 
 
 
 
 
 
2263
  "qwen3_omni_v6_lora": {
2264
  "raw": 0.6587714947089998,
2265
  "metric_key": "camera_view_sync_retrieval_mrr",
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2325
  "normalized_score": 0.0025448438245803118,
2326
  "raw_text": "0.0025",
2327
  "status_label": "proxy scored"
2328
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2329
- "cosmos3_nano_future_window": {
2330
- "raw": null,
2331
- "metric_key": "mrr",
2332
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2333
- "scope": "multi_episode_128_partial_model_overlay",
2334
- "status": "not_evaluated_in_verified_package",
2335
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
2336
- "normalized_score": null,
2337
- "raw_text": "n/a",
2338
- "status_label": "not evaluated"
2339
  }
2340
  }
2341
  },
@@ -2505,7 +2505,7 @@
2505
  "id": "cosmos3_nano_future_window",
2506
  "title": "Cosmos3-Nano Future Window",
2507
  "status": "verified_compatibility_eval",
2508
- "coverage": "20 records / 11 scored task-aligned axes",
2509
  "headline": "future retrieval MRR 0.0221; transition accuracy 0.9683",
2510
  "source": "results/omni_finetune/verified_public/xperience10m_cosmos3_nano_128ep_future_window_h5_compat_adapter_eval_test_full/eval/metrics.json"
2511
  },
@@ -3317,17 +3317,17 @@
3317
  "task_label": "Hand Trajectory Forecasting",
3318
  "series_id": "cosmos3_nano_future_window",
3319
  "method": "Cosmos3-Nano Future Window",
3320
- "status": "not_evaluated_in_verified_package",
3321
- "status_label": "not evaluated",
3322
- "scored": false,
3323
  "proxy_scored": false,
3324
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3325
- "raw_text": "n/a",
3326
- "normalized_score": null,
3327
- "metric_key": "mpjpe",
3328
- "source": null,
3329
  "scope": "multi_episode_128_partial_model_overlay",
3330
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3331
  },
3332
  {
3333
  "task_number": 6,
@@ -3803,17 +3803,17 @@
3803
  "task_label": "Language Grounding",
3804
  "series_id": "cosmos3_nano_future_window",
3805
  "method": "Cosmos3-Nano Future Window",
3806
- "status": "not_evaluated_in_verified_package",
3807
- "status_label": "not evaluated",
3808
- "scored": false,
3809
  "proxy_scored": false,
3810
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3811
- "raw_text": "n/a",
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3813
- "metric_key": "mrr",
3814
- "source": null,
3815
  "scope": "multi_episode_128_partial_model_overlay",
3816
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
3817
  },
3818
  {
3819
  "task_number": 9,
@@ -4289,17 +4289,17 @@
4289
  "task_label": "Temporal Order Verification",
4290
  "series_id": "cosmos3_nano_future_window",
4291
  "method": "Cosmos3-Nano Future Window",
4292
- "status": "not_evaluated_in_verified_package",
4293
- "status_label": "not evaluated",
4294
- "scored": false,
4295
  "proxy_scored": false,
4296
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4297
- "raw_text": "n/a",
4298
- "normalized_score": null,
4299
- "metric_key": "f1",
4300
- "source": null,
4301
  "scope": "multi_episode_128_partial_model_overlay",
4302
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
4303
  },
4304
  {
4305
  "task_number": 12,
@@ -4451,17 +4451,17 @@
4451
  "task_label": "Multimodal Synchronization Detection",
4452
  "series_id": "cosmos3_nano_future_window",
4453
  "method": "Cosmos3-Nano Future Window",
4454
- "status": "not_evaluated_in_verified_package",
4455
- "status_label": "not evaluated",
4456
- "scored": false,
4457
  "proxy_scored": false,
4458
- "raw": null,
4459
- "raw_text": "n/a",
4460
- "normalized_score": null,
4461
- "metric_key": "f1",
4462
- "source": null,
4463
  "scope": "multi_episode_128_partial_model_overlay",
4464
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
4465
  },
4466
  {
4467
  "task_number": 13,
@@ -4937,17 +4937,17 @@
4937
  "task_label": "Interaction Text Prediction",
4938
  "series_id": "cosmos3_nano_future_window",
4939
  "method": "Cosmos3-Nano Future Window",
4940
- "status": "not_evaluated_in_verified_package",
4941
- "status_label": "not evaluated",
4942
- "scored": false,
4943
  "proxy_scored": false,
4944
- "raw": null,
4945
- "raw_text": "n/a",
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- "normalized_score": null,
4947
  "metric_key": "macro_f1",
4948
- "source": null,
4949
  "scope": "multi_episode_128_partial_model_overlay",
4950
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
4951
  },
4952
  {
4953
  "task_number": 16,
@@ -5423,17 +5423,17 @@
5423
  "task_label": "IMU-to-Hand Pose Reconstruction",
5424
  "series_id": "cosmos3_nano_future_window",
5425
  "method": "Cosmos3-Nano Future Window",
5426
- "status": "not_evaluated_in_verified_package",
5427
- "status_label": "not evaluated",
5428
- "scored": false,
5429
  "proxy_scored": false,
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- "metric_key": "mae",
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- "source": null,
5435
  "scope": "multi_episode_128_partial_model_overlay",
5436
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
5437
  },
5438
  {
5439
  "task_number": 19,
@@ -5585,17 +5585,17 @@
5585
  "task_label": "Camera-View Synchronization Retrieval",
5586
  "series_id": "cosmos3_nano_future_window",
5587
  "method": "Cosmos3-Nano Future Window",
5588
- "status": "not_evaluated_in_verified_package",
5589
- "status_label": "not evaluated",
5590
- "scored": false,
5591
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5592
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- "normalized_score": null,
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- "metric_key": "mrr",
5596
- "source": null,
5597
  "scope": "multi_episode_128_partial_model_overlay",
5598
- "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score"
5599
  },
5600
  {
5601
  "task_number": 20,
 
1
  {
2
  "title": "Unified 20-Task Model Radar",
3
  "status": "pass",
4
+ "generated_at_utc": "2026-06-20T17:46:52+00:00",
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  "task_count": 20,
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  "lower_is_better": "lower-error metrics are converted to best_observed_value / raw_value within the same task",
 
212
  "kind": "partial_128_episode_world_model_overlay",
213
  "scope": "128 selected episodes, held-out test",
214
  "stroke_dasharray": "2 7",
215
+ "method_detail": "Verified Cosmos3-Nano future-window compatibility metrics, plus model-output probes for tasks 5/8/10/11/12/13/14/15/16/17/18/19 and a derived task-20 boundary timing probe scored from held-out future-window artifacts.",
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  "plotted_as": "colored point overlay",
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+ "scored_task_count": 18,
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  ],
 
706
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+ "task_label": "IMU-to-Hand Pose Reconstruction",
41
+ "task_number": 18
42
+ }
43
+ },
44
+ "title": "Cosmos3-Nano Retrieval Task Probes"
45
+ }