Image Editing on ImgEdit (Action-Specific Metrics)
4.47Score (Remove)Seedream4
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Seedream4Type=Close source2026.01 | 4.47 | 4.46 | 4.52 | 4.52 | 4.44 | 4.29 | 4.78 | |
| Gemini2.5Type=Close source2026.01 | 4.39 | 4.3 | 4.48 | 4.24 | 4.3 | 3.88 | 4.61 | |
| VINOType=Open source, training_steps=full2026.01 | 4.37 | 4.18 | 4.25 | 4 | 4.18 | 4.36 | 4.51 | |
| GPT4oType=Close source2026.01 | 4.09 | 4.3 | 4.52 | 4.45 | 4.36 | 4.1 | 4.83 | |
| Flux-Kontext-DevType=Open source2026.01 | 3.85 | 4.09 | 4.28 | 4.22 | 4.09 | 3.48 | 4.47 | |
| GIDE2026.03 | 3.84 | — | — | 4.22 | 3.9 | — | — | |
| Step1x-EditV1.1Type=Open source2026.01 | 3.73 | 4.01 | 4.17 | 4.11 | 4.26 | 3.97 | 3.84 | |
| UniWorld-V1Type=Open source2026.01 | 3.24 | 3.26 | 3.64 | 3.47 | 3.82 | 2.96 | 2.74 | |
| UniWorld-V12026.03 | 3.24 | — | — | 3.47 | 3.82 | — | — | |
| OmniGen2Type=Open source2026.01 | 3.2 | 3.44 | 3.06 | 3.74 | 3.57 | 2.52 | 4.68 | |
| VINOType=Open source, training_steps=1k2026.01 | 3.03 | 3.82 | 3.75 | 3.71 | 4.12 | 3.23 | 4.4 | |
| ICEdit2026.03 | 2.93 | — | — | 3.15 | 3.58 | — | — | |
| Lumina2026.03 | 2.76 | — | — | 3.83 | 3.82 | — | — | |
| BagelType=Open source2026.01 | 2.62 | 3.2 | 3.31 | 3.3 | 3.56 | 2.38 | 4.17 | |
| BAGEL2026.03 | 2.62 | — | — | 3.3 | 3.56 | — | — | |
| OmniGen2026.03 | 2.43 | — | — | 2.94 | 3.47 | — | — | |
| Step1X-Edit2026.03 | 2.41 | — | — | 3.4 | 3.88 | — | — | |
| AnyEdit2026.03 | 2.23 | — | — | 2.47 | 3.18 | — | — | |
| MagicBrush2026.03 | 1.58 | — | — | 1.97 | 2.84 | — | — | |
| UltraEdit2026.03 | 1.45 | — | — | 2.96 | 3.44 | — | — |