Image Retouching on SynArtifacts 1K
66.66PlausibilityAgentic Retoucher
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Agentic RetoucherCondition Type=Mask-based, Backend Model=SD-inpainting2026.01 | 66.66 | 64.67 | 62.33 | 58.27 | |
| Agentic RetoucherCondition Type=VLM-based, Backend Model=Gemini 2.5 Flash Image2026.01 | 65.96 | 65.27 | 62.94 | 58.43 | |
| Agentic RetoucherCondition Type=VLM-based, Backend Model=Qwen-Edit2026.01 | 65.43 | 64.88 | 62.61 | 58.04 | |
| Agentic RetoucherCondition Type=Mask-based, Backend Model=Flux-fill2026.01 | 65.25 | 64.07 | 62.74 | 57.86 | |
| SD-inpaintingCondition Type=Mask-based2026.01 | 63.6 | 62.49 | 60.88 | 56.26 | |
| Gemini 2.5 Flash ImageCondition Type=VLM-based2026.01 | 62.63 | 63.07 | 61.21 | 56.15 | |
| Flux-fillCondition Type=Mask-based2026.01 | 61.92 | 61.78 | 61.17 | 55.71 | |
| OriginalCondition Type=N/A2026.01 | 61.53 | 61.63 | 60.65 | 55.35 | |
| Qwen-EditCondition Type=VLM-based2026.01 | 61.45 | 61.64 | 60.7 | 55.33 |