Image Editing on GEditBench-EN 60 (test)
6.033Subject Addition ScoreEdit
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| EditCategory=Base Model2026.06 | 6.033 | 5.417 | 4.49 | 3.923 | 4.889 | 4.828 | 4.93 | |
| Flow-OPDComposition Setting=A. T2I and Edit Composition2026.06 | 6.014 | 5.214 | 4.467 | 3.957 | 4.793 | 4.681 | 4.854 | |
| DanceOPDComposition Setting=A. T2I and Edit Composition2026.06 | 5.681 | 5.857 | 5.173 | 5.218 | 4.84 | 5.31 | 5.347 | |
| Local EditCategory=Base Model2026.06 | 5.555 | 5.742 | 4.856 | 3.817 | 4.581 | 6.017 | 5.095 | |
| DiffusionOPDComposition Setting=A. T2I and Edit Composition2026.06 | 5.488 | 5.85 | 4.242 | 4.303 | 4.588 | 5.211 | 4.947 | |
| Joint TrainingComposition Setting=A. T2I and Edit Composition2026.06 | 5.386 | 5.627 | 4.283 | 3.688 | 3.624 | 5.093 | 4.617 | |
| DanceOPDComposition Setting=B. Local and Global Edit Composition2026.06 | 5.178 | 5.549 | 6.153 | 5.944 | 5.812 | 4.348 | 5.498 | |
| Off-Policy Distill.Composition Setting=B. Local and Global Edit Composition2026.06 | 5.008 | 4.683 | 4.543 | 4.772 | 5.075 | 4.336 | 4.736 | |
| Off-Policy Distill.Composition Setting=A. T2I and Edit Composition2026.06 | 4.882 | 5.026 | 4.289 | 4.497 | 4.679 | 3.797 | 4.528 | |
| DiffusionOPDComposition Setting=B. Local and Global Edit Composition2026.06 | 4.704 | 5.31 | 4.502 | 4.012 | 4.977 | 4.462 | 4.661 | |
| Joint TrainingComposition Setting=B. Local and Global Edit Composition2026.06 | 4.632 | 5.393 | 4.128 | 3.941 | 4.093 | 5.086 | 4.546 | |
| Flow-OPDComposition Setting=B. Local and Global Edit Composition2026.06 | 4.524 | 4.647 | 4.61 | 5.232 | 5.037 | 4.025 | 4.679 | |
| Weight MergeComposition Setting=B. Local and Global Edit Composition2026.06 | 4.434 | 4.776 | 4.38 | 5.263 | 5.206 | 4.229 | 4.715 | |
| Global EditCategory=Base Model2026.06 | 3.119 | 4.414 | 4.04 | 5.209 | 4.287 | 1.433 | 3.75 | |
| Weight MergeComposition Setting=A. T2I and Edit Composition2026.06 | 0.573 | 0.315 | 0.277 | 0.557 | 0.221 | 0.123 | 0.344 |