Image Denoising on COCO 2017 (test)
6.021FIDCGanDeCompress
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CGanDeCompressNoise (sigma)=15, Training Dataset=OpenImages2026.02 | 6.021 | 0.0332 | 3.3421 | 31.2392 | 0.9161 | |
| CGanDeCompressNoise (sigma)=25, Training Dataset=OpenImages2026.02 | 9.1813 | 0.0539 | 3.4899 | 29.8377 | 0.8839 | |
| DiffDeCompressNoise (sigma)=15, Training Dataset=OpenImages2026.02 | 10.0719 | 0.0646 | 2.9227 | 28.2667 | 0.8533 | |
| N2NNoise (sigma)=15, Training Dataset=OpenImages2026.02 | 11.2186 | 0.068 | 3.2844 | 31.3311 | 0.9143 | |
| N2CNoise (sigma)=15, Training Dataset=OpenImages2026.02 | 11.3022 | 0.067 | 3.2584 | 31.3145 | 0.914 | |
| DiffDeCompressNoise (sigma)=25, Training Dataset=OpenImages2026.02 | 14.362 | 0.0886 | 3.0277 | 27.1689 | 0.8231 | |
| N2CNoise (sigma)=25, Training Dataset=OpenImages2026.02 | 15.2267 | 0.0944 | 3.4406 | 30.2771 | 0.8888 | |
| CGanDeCompressNoise (sigma)=50, Training Dataset=OpenImages2026.02 | 15.8919 | 0.1037 | 3.8198 | 27.5443 | 0.8219 | |
| N2NNoise (sigma)=25, Training Dataset=OpenImages2026.02 | 16.2335 | 0.1006 | 3.554 | 30.2831 | 0.8885 | |
| DiffDeCompressNoise (sigma)=50, Training Dataset=OpenImages2026.02 | 22.5364 | 0.1521 | 3.2925 | 25.589 | 0.7694 | |
| N2CNoise (sigma)=50, Training Dataset=OpenImages2026.02 | 22.6049 | 0.1521 | 3.7821 | 28.3397 | 0.8358 | |
| N2NNoise (sigma)=50, Training Dataset=OpenImages2026.02 | 23.8651 | 0.152 | 3.6438 | 28.255 | 0.834 | |
| DeCompressNoise (sigma)=15, Training Dataset=OpenImages2026.02 | 27.117 | 0.1152 | 2.5488 | 28.6527 | 0.8415 | |
| DDNoise (sigma)=15, Training Dataset=OpenImages2026.02 | 30.1372 | 0.2152 | 3.8365 | 28.2037 | 0.8274 | |
| NoisyNoise (sigma)=152026.02 | 30.4841 | 0.2806 | 3.2707 | 27.2663 | 0.6972 | |
| BM3DNoise (sigma)=152026.02 | 32.6753 | 0.1454 | 3.814 | 30.7513 | 0.8789 | |
| DeCompressNoise (sigma)=25, Training Dataset=OpenImages2026.02 | 40.4946 | 0.2096 | 2.8647 | 26.6663 | 0.7825 | |
| BM3DNoise (sigma)=252026.02 | 40.781 | 0.1961 | 4.3051 | 29.7169 | 0.849 | |
| NoisyNoise (sigma)=252026.02 | 45.0075 | 0.489 | 6.1671 | 23.0797 | 0.4961 | |
| DDNoise (sigma)=25, Training Dataset=OpenImages2026.02 | 51.9262 | 0.278 | 3.7112 | 26.9307 | 0.7893 | |
| BM3DNoise (sigma)=502026.02 | 54.2648 | 0.2797 | 5.2882 | 27.7774 | 0.7916 | |
| DeCompressNoise (sigma)=50, Training Dataset=OpenImages2026.02 | 75.9995 | 0.4142 | 4.2321 | 23.3746 | 0.6726 | |
| NoisyNoise (sigma)=502026.02 | 80.2041 | 0.8733 | 9.8083 | 17.7498 | 0.2897 | |
| DDNoise (sigma)=50, Training Dataset=OpenImages2026.02 | 82.7493 | 0.4418 | 3.5764 | 23.5001 | 0.6733 |