Photo Retouching on PPR10K-Bench
25.34PSNRFlux.1 Kontext
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Flux.1 Kontext2026.04 | 25.34 | 0.936 | 0.062 | 88.63 | 95.69 | 87.29 | 90.53 | 6.31 | 4.15 | 4.19 | 0.056 | 0.019 | 0.414 | |
| AdaInt2026.04 | 24.75 | 0.939 | 0.046 | 88.79 | 87.09 | 91.44 | 89.11 | 6.56 | 4.11 | 4.28 | 0.041 | 0.021 | 0.271 | |
| Ours-DAPO-AEtraining_mode=DAPO with Autoencoder2026.04 | 24.43 | 0.93 | 0.055 | 94.22 | 88.46 | 92.79 | 91.82 | 6.59 | 4.48 | 4.21 | 0.047 | 0.022 | 0.331 | |
| Ours-SFTtraining_mode=supervised fine-tuning2026.04 | 23.88 | 0.922 | 0.065 | 91.69 | 90.58 | 81.7 | 87.99 | 6.53 | 4.46 | 4.19 | 0.054 | 0.034 | 0.443 | |
| RSFNet2026.04 | 23.08 | 0.921 | 0.059 | 83.85 | 87.83 | 92.99 | 88.22 | 6.6 | 4.48 | 4.19 | 0.05 | 0.012 | 0.219 | |
| NamedCurves2026.04 | 22.85 | 0.919 | 0.071 | 82.16 | 87.56 | 91.13 | 86.95 | 6.46 | 4.48 | 4.18 | 0.05 | 0.009 | 0.265 | |
| JarvisArt2026.04 | 21.79 | 0.872 | 0.109 | 89.37 | 84.99 | 87.61 | 87.32 | 6.01 | 4.45 | 3.79 | 0.086 | 0.046 | 0.623 | |
| MonetGPT2026.04 | 21.58 | 0.873 | 0.095 | 91.05 | 89.82 | 83.74 | 88.21 | 6.23 | 4.3 | 3.97 | 0.074 | 0.046 | 0.539 | |
| Nano Banana2026.04 | 19.69 | 0.683 | 0.106 | 87.68 | 90.62 | 91.13 | 89.81 | 6.43 | 4.46 | 4.2 | 0.061 | 0.127 | 1.248 | |
| Qwen-Image-25092026.04 | 17.05 | 0.52 | 0.159 | 86.9 | 88.72 | 86.47 | 87.37 | 6.35 | 4.29 | 4.08 | 0.084 | 0.203 | 1.658 |