Instruction-guided image retouching on iRetouch 1.0 (test)
0.029Runtime (720p)RSFNet
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| RSFNetMethod Category=traditional enhancement methods2026.06 | 0.029 | 0.047 | 0.086 | 0.189 | 97.5 | 97.6 | 0.012 | 0.038 | 0.137 | 0.034 | — | — | — | |
| InstantRetouchModel Type=One-step bilateral generator2026.06 | 0.065 | 0.065 | 0.066 | 0.068 | 98.9 | 97.3 | 0.012 | 0.022 | 0.099 | 0.018 | 8.14 | 8.98 | 8.54 | |
| 3DLUTMethod Category=traditional enhancement methods2026.06 | 0.066 | 0.079 | 0.112 | 0.201 | 98.2 | 98.1 | 0.013 | 0.024 | 0.136 | 0.034 | — | — | — | |
| InstructPix2PixMethod Category=open-source image editing models2026.06 | 4.632 | — | — | — | 74.2 | 76.8 | 0.149 | 0.177 | 0.164 | 0.05 | 7.11 | 7.58 | 7.34 | |
| Qwen-ImageMethod Category=open-source image editing models2026.06 | 7.72 | — | — | — | 68.9 | 74.4 | 0.174 | 0.147 | 0.168 | 0.054 | 8.12 | 8.67 | 8.39 | |
| FLUX.1-Kontext-ProMethod Category=open-source image editing models2026.06 | 10.235 | — | — | — | 80.2 | 85.7 | 0.112 | 0.132 | 0.161 | 0.05 | 7.56 | 8.72 | 8.12 | |
| Gemini-2.5-FlashMethod Category=proprietary large-scale editing models2026.06 | 14.44 | — | — | — | 67.6 | 79.6 | 0.175 | 0.115 | 0.137 | 0.036 | 8.56 | 8.94 | 8.74 | |
| GPT-Image-1Method Category=proprietary large-scale editing models2026.06 | 15.427 | 21.889 | — | — | 50.5 | 39.7 | 0.242 | 0.216 | 0.215 | 0.082 | 8.09 | 8.56 | 8.32 | |
| Step1X-EditMethod Category=open-source image editing models2026.06 | 57.932 | — | — | — | 70.6 | 69.4 | 0.174 | 0.167 | 0.14 | 0.036 | 7.63 | 8.52 | 8.06 |