Text-to-Image on GenEval 29 (test)
100Sing. AccWeight Merge
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Weight MergeComposition Setting=A. T2I and Edit Composition2026.06 | 100 | 92.9 | 92.5 | 89.4 | 61 | 67 | 83.6 | |
| DiffusionOPDComposition Setting=A. T2I and Edit Composition2026.06 | 100 | 92.9 | 97.5 | 89.4 | 59 | 61 | 83.3 | |
| DanceOPDComposition Setting=B. Local and Global Edit Composition2026.06 | 100 | 94.9 | 92.5 | 92.6 | 65 | 64 | 84.8 | |
| Local EditCategory=Base Model2026.06 | 98.8 | 92.9 | 81.3 | 86.2 | 60 | 57 | 79.3 | |
| DanceOPDComposition Setting=A. T2I and Edit Composition2026.06 | 98.8 | 93.9 | 96.3 | 89.4 | 64 | 67 | 84.9 | |
| Weight MergeComposition Setting=B. Local and Global Edit Composition2026.06 | 98.8 | 90.9 | 87.5 | 90.4 | 60 | 59 | 81.1 | |
| Joint TrainingComposition Setting=A. T2I and Edit Composition2026.06 | 97.5 | 92.9 | 96.3 | 89.4 | 54 | 55 | 80.8 | |
| Off-Policy Distill.Composition Setting=A. T2I and Edit Composition2026.06 | 97.5 | 91.9 | 88.7 | 89.4 | 58 | 65 | 81.8 | |
| Flow-OPDComposition Setting=A. T2I and Edit Composition2026.06 | 97.5 | 90.9 | 88.8 | 92.6 | 55 | 64 | 81.4 | |
| Joint TrainingComposition Setting=B. Local and Global Edit Composition2026.06 | 97.5 | 93.9 | 91.3 | 85.1 | 60 | 65 | 82.1 | |
| Off-Policy Distill.Composition Setting=B. Local and Global Edit Composition2026.06 | 97.5 | 88.9 | 90 | 87.2 | 57 | 58 | 79.8 | |
| DiffusionOPDComposition Setting=B. Local and Global Edit Composition2026.06 | 97.5 | 89.9 | 92.5 | 88.3 | 62 | 63 | 82.2 | |
| Flow-OPDComposition Setting=B. Local and Global Edit Composition2026.06 | 97.5 | 94.9 | 87.5 | 87.2 | 63 | 66 | 82.7 | |
| T2ICategory=Base Model2026.06 | 95 | 93.9 | 93.8 | 94.7 | 52 | 70 | 83.2 | |
| Global EditCategory=Base Model2026.06 | 95 | 93.9 | 83.8 | 87.2 | 60 | 65 | 80.8 | |
| EditCategory=Base Model2026.06 | 83.8 | 82.8 | 71.3 | 84 | 58 | 47 | 71.1 |