Photo Retouching on PPR10K-Bench benchmark leaderboard · SOTA2 Research

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-AE2026.04		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-SFT2026.04		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