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stringclasses
6 values
workflow
stringclasses
2 values
failure_mode
stringclasses
5 values
run
int64
0
9
injection_stage
int64
1
1
injected_task_success
bool
2 classes
final_task_success
bool
2 classes
cascade_radius
int64
0
2
recovery_completeness
float64
0
1
time_to_detection_ms
float64
526
17.4k
escalated
bool
2 classes
escalation_latency_ms
float64
0
17.4k
scenario_id
stringlengths
35
55
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1 value
source_file
stringclasses
7 values
dataset_variant
stringclasses
7 values
fixed
arith_chain
ambiguous_delegation
0
1
false
false
2
0
3,446.2
true
3,446.2
arith_chain_ambiguous_delegation_fixed_r0
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
ambiguous_delegation
1
1
false
false
2
0
4,103.2
true
4,103.2
arith_chain_ambiguous_delegation_fixed_r1
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
ambiguous_delegation
2
1
true
true
0
1
2,052.8
false
0
arith_chain_ambiguous_delegation_fixed_r2
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
ambiguous_delegation
3
1
false
false
2
0
3,942.4
true
3,942.4
arith_chain_ambiguous_delegation_fixed_r3
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
ambiguous_delegation
4
1
false
false
2
0
4,728.7
true
4,728.7
arith_chain_ambiguous_delegation_fixed_r4
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
ambiguous_delegation
5
1
false
false
2
0
6,243.2
true
6,243.2
arith_chain_ambiguous_delegation_fixed_r5
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
ambiguous_delegation
6
1
true
true
0
1
1,569.2
false
0
arith_chain_ambiguous_delegation_fixed_r6
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
ambiguous_delegation
7
1
true
true
0
1
2,726.3
false
0
arith_chain_ambiguous_delegation_fixed_r7
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
ambiguous_delegation
8
1
false
false
2
0
3,937.1
true
3,937.1
arith_chain_ambiguous_delegation_fixed_r8
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
ambiguous_delegation
9
1
false
false
2
0
4,202.5
true
4,202.5
arith_chain_ambiguous_delegation_fixed_r9
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
0
1
false
false
2
0
5,383.8
true
5,383.8
arith_chain_ambiguous_delegation_heuristic_r0
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
1
1
false
false
2
0
4,348.2
true
4,348.2
arith_chain_ambiguous_delegation_heuristic_r1
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
2
1
true
true
0
1
1,637.5
false
0
arith_chain_ambiguous_delegation_heuristic_r2
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
3
1
false
false
2
0
3,890.8
true
3,890.8
arith_chain_ambiguous_delegation_heuristic_r3
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
4
1
false
false
2
0
3,503.4
true
3,503.4
arith_chain_ambiguous_delegation_heuristic_r4
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
5
1
false
false
2
0
3,762.4
true
3,762.4
arith_chain_ambiguous_delegation_heuristic_r5
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
6
1
true
true
0
1
2,805.5
false
0
arith_chain_ambiguous_delegation_heuristic_r6
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
7
1
true
true
0
1
2,122.7
false
0
arith_chain_ambiguous_delegation_heuristic_r7
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
8
1
false
false
2
0
4,807
true
4,807
arith_chain_ambiguous_delegation_heuristic_r8
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
ambiguous_delegation
9
1
false
false
2
0
4,449.7
true
4,449.7
arith_chain_ambiguous_delegation_heuristic_r9
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
0
1
false
false
2
0
6,185.8
true
6,185.8
arith_chain_ambiguous_delegation_retry(heuristic)_r0
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
1
1
false
false
2
0
5,694.9
true
5,694.9
arith_chain_ambiguous_delegation_retry(heuristic)_r1
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
2
1
true
true
0
1
1,494.4
false
0
arith_chain_ambiguous_delegation_retry(heuristic)_r2
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
3
1
false
false
2
0
4,843.2
true
4,843.2
arith_chain_ambiguous_delegation_retry(heuristic)_r3
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
4
1
false
false
2
0
10,120.3
true
10,120.3
arith_chain_ambiguous_delegation_retry(heuristic)_r4
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
5
1
false
false
2
0
7,031.4
true
7,031.4
arith_chain_ambiguous_delegation_retry(heuristic)_r5
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
6
1
true
true
0
1
1,657.8
false
0
arith_chain_ambiguous_delegation_retry(heuristic)_r6
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
7
1
true
true
0
1
1,822.5
false
0
arith_chain_ambiguous_delegation_retry(heuristic)_r7
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
8
1
false
false
2
0
6,271.4
true
6,271.4
arith_chain_ambiguous_delegation_retry(heuristic)_r8
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
ambiguous_delegation
9
1
false
false
2
0
8,876.5
true
8,876.5
arith_chain_ambiguous_delegation_retry(heuristic)_r9
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
0
1
true
true
0
1
1,208
false
0
arith_chain_tool_invocation_error_fixed_r0
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
1
1
true
true
0
1
3,881.1
false
0
arith_chain_tool_invocation_error_fixed_r1
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
2
1
true
true
0
1
1,329.9
false
0
arith_chain_tool_invocation_error_fixed_r2
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
3
1
true
true
0
1
1,350.5
false
0
arith_chain_tool_invocation_error_fixed_r3
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
4
1
true
true
0
1
2,213.5
false
0
arith_chain_tool_invocation_error_fixed_r4
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
5
1
true
true
0
1
1,259.9
false
0
arith_chain_tool_invocation_error_fixed_r5
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
6
1
true
true
0
1
1,816
false
0
arith_chain_tool_invocation_error_fixed_r6
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
7
1
true
true
0
1
1,431.5
false
0
arith_chain_tool_invocation_error_fixed_r7
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
8
1
true
true
0
1
1,452.7
false
0
arith_chain_tool_invocation_error_fixed_r8
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
tool_invocation_error
9
1
true
true
0
1
1,160
false
0
arith_chain_tool_invocation_error_fixed_r9
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
0
1
true
true
0
1
1,819.7
false
0
arith_chain_tool_invocation_error_heuristic_r0
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
1
1
true
true
0
1
1,305.7
false
0
arith_chain_tool_invocation_error_heuristic_r1
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
2
1
true
true
0
1
1,275.8
false
0
arith_chain_tool_invocation_error_heuristic_r2
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
3
1
true
true
0
1
1,274.7
false
0
arith_chain_tool_invocation_error_heuristic_r3
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
4
1
true
true
0
1
1,461.1
false
0
arith_chain_tool_invocation_error_heuristic_r4
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
5
1
true
true
0
1
1,166.9
false
0
arith_chain_tool_invocation_error_heuristic_r5
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
6
1
true
true
0
1
1,632.7
false
0
arith_chain_tool_invocation_error_heuristic_r6
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
7
1
true
true
0
1
1,366.6
false
0
arith_chain_tool_invocation_error_heuristic_r7
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
8
1
true
true
0
1
1,843
false
0
arith_chain_tool_invocation_error_heuristic_r8
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
tool_invocation_error
9
1
true
true
0
1
1,483.8
false
0
arith_chain_tool_invocation_error_heuristic_r9
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
0
1
true
true
0
1
2,119.6
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r0
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
1
1
true
true
0
1
1,424.5
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r1
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
2
1
true
true
0
1
1,224.8
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r2
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
3
1
true
true
0
1
1,059.7
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r3
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
4
1
true
true
0
1
1,395.9
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r4
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
5
1
true
true
0
1
1,176
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r5
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
6
1
true
true
0
1
2,292.2
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r6
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
7
1
true
true
0
1
1,309.3
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r7
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
8
1
true
true
0
1
1,728.9
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r8
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
tool_invocation_error
9
1
true
true
0
1
5,802.2
false
0
arith_chain_tool_invocation_error_retry(heuristic)_r9
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
0
1
false
false
2
0
5,943.9
true
5,943.9
arith_chain_context_pollution_fixed_r0
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
1
1
false
false
2
0
3,394
true
3,394
arith_chain_context_pollution_fixed_r1
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
2
1
false
false
2
0
3,867.1
true
3,867.1
arith_chain_context_pollution_fixed_r2
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
3
1
false
false
2
0
3,712.6
true
3,712.6
arith_chain_context_pollution_fixed_r3
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
4
1
false
false
2
0
4,094.8
true
4,094.8
arith_chain_context_pollution_fixed_r4
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
5
1
false
false
2
0
4,049.3
true
4,049.3
arith_chain_context_pollution_fixed_r5
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
6
1
false
false
2
0
3,454.4
true
3,454.4
arith_chain_context_pollution_fixed_r6
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
7
1
false
false
2
0
4,838.6
true
4,838.6
arith_chain_context_pollution_fixed_r7
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
8
1
false
false
2
0
3,779.1
true
3,779.1
arith_chain_context_pollution_fixed_r8
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
context_pollution
9
1
false
false
2
0
4,629
true
4,629
arith_chain_context_pollution_fixed_r9
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
0
1
false
false
2
0
3,357.3
true
3,357.3
arith_chain_context_pollution_heuristic_r0
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
1
1
false
false
2
0
4,235.7
true
4,235.7
arith_chain_context_pollution_heuristic_r1
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
2
1
false
false
2
0
5,079.7
true
5,079.7
arith_chain_context_pollution_heuristic_r2
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
3
1
false
false
2
0
3,506.1
true
3,506.1
arith_chain_context_pollution_heuristic_r3
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
4
1
false
false
2
0
3,477.1
true
3,477.1
arith_chain_context_pollution_heuristic_r4
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
5
1
false
false
2
0
4,165.3
true
4,165.3
arith_chain_context_pollution_heuristic_r5
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
6
1
false
false
2
0
4,290.2
true
4,290.2
arith_chain_context_pollution_heuristic_r6
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
7
1
false
false
2
0
5,032.1
true
5,032.1
arith_chain_context_pollution_heuristic_r7
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
8
1
false
false
2
0
3,161.4
true
3,161.4
arith_chain_context_pollution_heuristic_r8
yc-real
data/measured/exp2_real.csv
real
heuristic
arith_chain
context_pollution
9
1
false
false
2
0
3,464
true
3,464
arith_chain_context_pollution_heuristic_r9
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
0
1
false
false
2
0
4,909.2
true
4,909.2
arith_chain_context_pollution_retry(heuristic)_r0
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
1
1
false
false
2
0
4,539.5
true
4,539.5
arith_chain_context_pollution_retry(heuristic)_r1
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
2
1
false
false
2
0
6,273.8
true
6,273.8
arith_chain_context_pollution_retry(heuristic)_r2
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
3
1
false
false
2
0
5,022.1
true
5,022.1
arith_chain_context_pollution_retry(heuristic)_r3
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
4
1
false
false
2
0
5,120
true
5,120
arith_chain_context_pollution_retry(heuristic)_r4
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
5
1
false
false
2
0
5,478.8
true
5,478.8
arith_chain_context_pollution_retry(heuristic)_r5
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
6
1
false
false
2
0
5,352.2
true
5,352.2
arith_chain_context_pollution_retry(heuristic)_r6
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
7
1
false
false
2
0
6,350.5
true
6,350.5
arith_chain_context_pollution_retry(heuristic)_r7
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
8
1
false
false
2
0
4,704
true
4,704
arith_chain_context_pollution_retry(heuristic)_r8
yc-real
data/measured/exp2_real.csv
real
retry(heuristic)
arith_chain
context_pollution
9
1
false
false
2
0
4,338.6
true
4,338.6
arith_chain_context_pollution_retry(heuristic)_r9
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
0
1
false
false
2
0
5,510.2
true
5,510.2
arith_chain_conflicting_outputs_fixed_r0
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
1
1
false
false
2
0
6,654.9
true
6,654.9
arith_chain_conflicting_outputs_fixed_r1
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
2
1
false
false
2
0
5,429.1
true
5,429.1
arith_chain_conflicting_outputs_fixed_r2
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
3
1
false
false
2
0
7,417.3
true
7,417.3
arith_chain_conflicting_outputs_fixed_r3
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
4
1
false
false
2
0
5,898.5
true
5,898.5
arith_chain_conflicting_outputs_fixed_r4
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
5
1
false
false
2
0
9,212.8
true
9,212.8
arith_chain_conflicting_outputs_fixed_r5
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
6
1
false
false
2
0
5,938.8
true
5,938.8
arith_chain_conflicting_outputs_fixed_r6
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
7
1
false
false
2
0
10,233.5
true
10,233.5
arith_chain_conflicting_outputs_fixed_r7
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
8
1
false
false
2
0
7,241.6
true
7,241.6
arith_chain_conflicting_outputs_fixed_r8
yc-real
data/measured/exp2_real.csv
real
fixed
arith_chain
conflicting_outputs
9
1
false
false
2
0
5,570.1
true
5,570.1
arith_chain_conflicting_outputs_fixed_r9
yc-real
data/measured/exp2_real.csv
real
End of preview. Expand in Data Studio

OrchestrateBench

OrchestrateBench is a research benchmark for evaluating the orchestration meta-decision layer of multi-agent LLM systems: routing, failure recovery, cascade propagation, and decomposition quality.

This dataset repository contains the committed measured inputs from anote-ai/research-orchestratebench, plus normalized JSONL viewer tables so the Hugging Face Dataset Viewer can render each experiment schema separately.

Viewer Configs

  • exp1_baselines: routing baseline summary rows.
  • exp2_measured: Exp 2 failure-recovery measured rows across variants and model runs, with source_file and dataset_variant columns.
  • exp2_crossmodel: cross-model Exp 2 comparison summary.
  • exp3_measured: Exp 3 cascade-propagation measured rows across variants.
  • exp4_decomposition: Exp 4 decomposition-quality measured rows.
  • file_manifest: file-level inventory for raw measured files and templates.

Raw Files

Raw CSV inputs are available under data/measured/. Minimal measured-input templates are available under examples/. See REPRODUCIBILITY.md and data/measured/README.md for provenance and validation rules.

Citation

Citation metadata is provided in CITATION.cff.

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