Image Restoration on GGT-100K (test)
28.2461PSNRNAFNet
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| NAFNetGGT-100K Training Setting=w/2026.05 | 28.2461 | 83.49 | 0.311 | 0.2043 | 6.7983 | 46.7094 | 0.433 | 0.3097 | -0.7881 | 53.8 | |
| X-RestormerGGT-100K Training Setting=w/2026.05 | 28.2298 | 83.62 | 0.313 | 0.2065 | 6.9218 | 46.8069 | 0.4295 | 0.3109 | -0.8126 | 54.6 | |
| MoCE-IRGGT-100K Training Setting=w/2026.05 | 28.214 | 83.92 | 0.3097 | 0.2093 | 6.9402 | 48.4846 | 0.4344 | 0.3242 | -0.827 | 55.2 | |
| PromptIRGGT-100K Training Setting=w/2026.05 | 28.1775 | 83.44 | 0.3113 | 0.2051 | 6.8029 | 46.7198 | 0.4369 | 0.3124 | -0.7968 | 49.6 | |
| MPRNetGGT-100K Training Setting=w/2026.05 | 27.3044 | 81.89 | 0.3377 | 0.2212 | 7.0035 | 44.9597 | 0.4431 | 0.3075 | -0.7794 | 33.2 | |
| FoundIRGGT-100K Training Setting=w/2026.05 | 27.1777 | 82.13 | 0.3351 | 0.2209 | 7.4717 | 43.9238 | 0.4402 | 0.3019 | -0.8087 | 60.8 | |
| SwinIRGGT-100K Training Setting=w/2026.05 | 27.0781 | 81.5 | 0.3369 | 0.2131 | 6.7366 | 43.6689 | 0.4308 | 0.2966 | -0.7437 | 37.6 | |
| DA-CLIPGGT-100K Training Setting=w/2026.05 | 26.6914 | 79.1 | 0.2954 | 0.1938 | 6.3039 | 41.8839 | 0.4834 | 0.3073 | -0.7277 | 51 | |
| Qwen-Image-EditGGT-100K Training Setting=w/2026.05 | 26.1811 | 78.28 | 0.2155 | 0.1183 | 5.4648 | 62.5519 | 0.5811 | 0.4707 | -0.9611 | 87.6 | |
| FoundIRGGT-100K Training Setting=official2026.05 | 26.0398 | 78.66 | 0.3486 | 0.2199 | 6.5311 | 39.3646 | 0.4793 | 0.3048 | -0.6971 | 28.8 | |
| DA-CLIPGGT-100K Training Setting=w/o2026.05 | 25.8809 | 77.26 | 0.3427 | 0.218 | 6.3011 | 39.337 | 0.4846 | 0.308 | -0.6853 | 31.6 | |
| Qwen-Image-EditGGT-100K Training Setting=w/o2026.05 | 25.8559 | 77.87 | 0.2813 | 0.1625 | 6.0198 | 51.4215 | 0.5333 | 0.3765 | -0.8401 | 77.4 | |
| FoundIRGGT-100K Training Setting=w/o2026.05 | 25.8048 | 78.44 | 0.3508 | 0.222 | 6.9023 | 42.5388 | 0.4701 | 0.3153 | -0.7365 | 35.8 | |
| NAFNetGGT-100K Training Setting=w/o2026.05 | 25.1255 | 77.08 | 0.3653 | 0.2298 | 6.6654 | 42.0124 | 0.4635 | 0.3118 | -0.7012 | 27.6 | |
| MoCE-IRGGT-100K Training Setting=w/o2026.05 | 24.8641 | 75.75 | 0.3654 | 0.2291 | 6.6248 | 43.0279 | 0.4671 | 0.32 | -0.7116 | 25.4 | |
| MPRNetGGT-100K Training Setting=w/o2026.05 | 24.7919 | 76.37 | 0.3779 | 0.239 | 6.9774 | 42.1039 | 0.4641 | 0.312 | -0.714 | 22.2 | |
| X-RestormerGGT-100K Training Setting=w/o2026.05 | 24.6901 | 77.05 | 0.3587 | 0.2234 | 6.6564 | 43.1437 | 0.4643 | 0.3192 | -0.7185 | 30.4 | |
| PromptIRGGT-100K Training Setting=w/o2026.05 | 24.5733 | 75.64 | 0.363 | 0.2312 | 6.5942 | 43.2318 | 0.4695 | 0.3202 | -0.7176 | 24.8 | |
| SwinIRGGT-100K Training Setting=w/o2026.05 | 23.9225 | 75.9 | 0.3878 | 0.2343 | 6.4979 | 41.0176 | 0.4488 | 0.3082 | -0.694 | 18.6 | |
| FLUX-ControlnetGGT-100K Training Setting=w/2026.05 | 23.1413 | 73.25 | 0.2625 | 0.152 | 4.8504 | 63.091 | 0.5854 | 0.5013 | -0.928 | 63.4 | |
| FLUX-ControlnetGGT-100K Training Setting=w/o2026.05 | 22.4486 | 69.01 | 0.3773 | 0.2129 | 5.5636 | 48.5454 | 0.5157 | 0.3798 | -0.6912 | 25.4 | |
| Qwen-Image-EditGGT-100K Training Setting=official2026.05 | 22.3141 | 74.79 | 0.3042 | 0.1693 | 5.4776 | 60.8628 | 0.5576 | 0.4709 | -0.9565 | 68 |