Image Editing on EdiVal-Agent 1.0 (Round 10)
0.44Clear Object DINO (Photo)Seedream+LFA
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Seedream+LFAModel Access Protocol=Black-Box2026.05 | 0.44 | 70.6 | 0.36 | 68 | 0.42 | 69.4 | 0.47 | 70.1 | |
| FLUX.2+LFAModel Access Protocol=White-Box2026.05 | 0.4 | 74.4 | 0.34 | 71.7 | 0.54 | 67 | 0.37 | 71 | |
| FLUX.2Model Access Protocol=White-Box2026.05 | 0.38 | 72 | 0.31 | 70.8 | 0.35 | 68.1 | 0.35 | 68.3 | |
| Qwen+LFAModel Access Protocol=Black-Box2026.05 | 0.37 | 60.9 | 0.44 | 53.8 | 0.39 | 58.7 | 0.41 | 55.2 | |
| SeedreamModel Access Protocol=Black-Box2026.05 | 0.37 | 70 | 0.35 | 67.7 | 0.32 | 68.3 | 0.41 | 69 | |
| QwenModel Access Protocol=Black-Box2026.05 | 0.29 | 55.1 | 0.33 | 48.1 | 0.31 | 54.6 | 0.32 | 50.1 | |
| SD3-UE+LFAModel Access Protocol=White-Box2026.05 | 0.2 | 56.6 | 0.19 | 51.3 | 0.31 | 48.2 | 0.28 | 49.7 | |
| SD3-UEModel Access Protocol=White-Box2026.05 | 0.11 | 53.2 | 0.11 | 48.8 | 0.27 | 50 | 0.13 | 47.6 |