---
license: other
task_categories:
- image-to-image
- text-to-image
tags:
- image-editing
- evaluation
- synthetic-data
- twoframe
pretty_name: TwoFrame Eval Artifacts 2026-05-05
---

# TwoFrame Eval Artifacts 2026-05-05

Generated image artifacts for TwoFrame image-editing evaluation. The large image payload is stored as tar archives under `archives/` to avoid uploading tens of thousands of loose PNG files.

## Layout

- `archives/single_ref.tar`: all complete single-reference outputs.
- `archives/multiref_part*.tar`: complete K=2/K=3 multi-reference runs, sharded by run name.
- `archives/metadata.tar`: README, index, manifests, and metrics as an archive.
- `artifact_index.json` and `artifact_summary.tsv`: loose copies for quick inspection.
- `manifests_hf/`: portable JSONL manifests with paths relative to the extracted archive root.

## Single-Reference Methods

| Method | Model / Source | threebench | gedit |
|---|---|---:|---:|
| `twoframe_ema` | Joint TwoFrame EMA2500 cfg=4 | 1841 src+tgt | 1200 src+tgt |
| `twoframe_ema_cfg6_clean` | Joint TwoFrame EMA2500 cfg=6 | 1841 src+tgt | 1200 src+tgt |
| `twostep_base_editor` | FLUX Klein base T2I source + editor-only 20k target | 1841 src+tgt | 1200 src+tgt |
| `editor_on_twoframe_ema_source` | editor-only 20k on `twoframe_ema` source | 1841 target | 1200 target |
| `editor_on_twoframe_ema_cfg6_source` | editor-only 20k on `twoframe_ema_cfg6_clean` source | 1841 target | 1200 target |
| `editor_real_source` | editor-only 20k on real benchmark source | 1841 src+tgt | 1200 src+tgt |

## Multi-Reference

Complete multi-reference runs included: **48**. Partial/latest runs are listed under `artifact_index.json -> excluded` and are not packaged.

Each included multi-ref run contains:

- `all_k2`: 373 target images + 746 generated source images
- `all_k3`: 323 target images + 969 generated source images

## Checkpoints

- Joint EMA2500: `/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_joint_ma034235_ma79931_ema_resume_from27500_2p5k/checkpoints/checkpoint-2500/trainable_ema`
- Joint raw 27500: `/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_joint_ma034235_ma79931/checkpoints/checkpoint-27500/trainable`
- Joint EMA1250: `/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_joint_ma034235_ma79931_ema_resume_from27500_2p5k/checkpoints/checkpoint-1250/trainable_ema`
- Editor-only 20k: `/scratch/user/yuhwang/artifacts/twoframe/outputs/mixed_bucketed_editor_only_ma034235_ma79931/checkpoints/checkpoint-20000/trainable`