Image Retouching on GenBlemish-27K
47.1Plausibility ScoreAgentic Retoucher
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Agentic RetoucherCondition Type=VLM-based, Backend Model=Qwen-Edit2026.01 | 47.1 | 55.75 | 59.54 | 49.27 | |
| Agentic RetoucherCondition Type=VLM-based, Backend Model=Gemini 2.5 Flash Image2026.01 | 46.81 | 55.47 | 59.22 | 48.97 | |
| Agentic RetoucherCondition Type=Mask-based, Backend Model=SD-inpainting2026.01 | 46.71 | 54.71 | 58.07 | 48.31 | |
| Agentic RetoucherCondition Type=Mask-based, Backend Model=Flux-fill2026.01 | 46.18 | 55.17 | 59.26 | 48.66 | |
| SD-inpaintingCondition Type=Mask-based2026.01 | 45.18 | 53.85 | 57.7 | 47.5 | |
| Qwen-EditCondition Type=VLM-based2026.01 | 44.44 | 53.71 | 57.69 | 47.15 | |
| Gemini 2.5 Flash ImageCondition Type=VLM-based2026.01 | 44.41 | 53.8 | 57.93 | 47.27 | |
| OriginalCondition Type=N/A2026.01 | 44.21 | 53.69 | 57.89 | 47.15 | |
| Flux-fillCondition Type=Mask-based2026.01 | 44.12 | 53.68 | 57.91 | 47.07 |