Image Denoising on FMDD
37.54PSNRP2G-U
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| P2G-UCategory=Self-Supervised2026.06 | 37.54 | 93.9 | — | |
| RestormerCategory=Supervised2026.06 | 37.22 | 93.2 | — | |
| UNetCategory=Supervised2026.06 | 37.08 | 93.1 | — | |
| DnCNNCategory=Supervised2026.06 | 36.96 | 92.4 | — | |
| P2G-NAFCategory=Self-Supervised2026.06 | 36.85 | 92.5 | — | |
| N2NCategory=Self-Supervised2026.06 | 36.79 | 92.9 | — | |
| NAFNetCategory=Supervised2026.06 | 36.5 | 91.7 | — | |
| N2N-NAFCategory=Self-Supervised2026.06 | 36.21 | 91.3 | — | |
| MASHCategory=Self-Supervised2026.06 | 35.25 | 89.4 | — | |
| N2NbrCategory=Self-Supervised2026.06 | 34.38 | 86.9 | — | |
| SA-SSLCategory=Self-Supervised2026.06 | 34.35 | 88.3 | — | |
| VST-BM3DCategory=Classical2026.06 | 34.25 | 80.4 | — | |
| B2UBCategory=Self-Supervised2026.06 | 34.21 | 79.3 | — | |
| Positive2NegativeCategory=Self-Supervised (Single Image Based Methods)2024.12 | 34 | 88.7 | — | |
| MASHCategory=Self-Supervised (Single Image Based Methods)2024.12 | 33.71 | 88.2 | — | |
| AP-BSNCategory=Self-Supervised2026.06 | 33.71 | 85.8 | — | |
| N2VCategory=Self-Supervised2026.06 | 33.71 | 81.9 | — | |
| DMID-dSupervision=Unsupervised2023.07 | 33.4 | 87.47 | 0.266 | |
| SDAPCategory=Self-Supervised2026.06 | 33.38 | 85.8 | — | |
| PURE-LETCategory=Classical2026.06 | 33.23 | 77.7 | — | |
| LG-BPNSupervision=Unsupervised2023.07 | 33.12 | 86.68 | 0.283 | |
| ScoreDVISupervision=Unsupervised2023.07 | 33.1 | 86.5 | — | |
| ScoreDVICategory=Self-Supervised (Single Image Based Methods)2024.12 | 33.1 | 86.5 | — | |
| DMID-pSupervision=Unsupervised2023.07 | 33.09 | 86.16 | 0.232 | |
| PD-denoisingCategory=Self-Supervised (Single Image Based Methods)2024.12 | 33.01 | 85.6 | — | |
| DIPCategory=Self-Supervised (Single Image Based Methods)2024.12 | 32.9 | 85.4 | — | |
| AMSNetCategory=Self-Supervised2026.06 | 32.74 | 83.4 | — | |
| AP-BSNSupervision=Unsupervised2023.07 | 32.4 | 84.61 | 0.335 | |
| DeamNetSupervision=Supervised2023.07 | 32.28 | 81.16 | 0.261 | |
| NN+denoiserCategory=Self-Supervised (Single Image Based Methods)2024.12 | 32.21 | 83.1 | — | |
| LUD-VAECategory=Self-Supervised (Noisy Dataset Based Methods)2024.12 | 32 | 82.2 | — | |
| MIRNetSupervision=Supervised2023.07 | 31.83 | 81.06 | 0.227 | |
| UformerSupervision=Supervised2023.07 | 31.81 | 81.18 | 0.207 | |
| RestormerSupervision=Supervised2023.07 | 31.81 | 80.46 | 0.211 | |
| ZS-N2NSupervision=Unsupervised2023.07 | 31.65 | 76.74 | 0.222 | |
| ZS-N2NCategory=Self-Supervised (Single Image Based Methods)2024.12 | 31.65 | 76.7 | — | |
| CVF-SIDCategory=Self-Supervised (Noisy Dataset Based Methods)2024.12 | 31.64 | 83.7 | — | |
| DANet+Supervision=Supervised2023.07 | 31.59 | 79.62 | 0.238 | |
| ATBSN-singleCategory=Self-Supervised (Single Image Based Methods)2024.12 | 31.23 | 82.9 | — | |
| MPRNetSupervision=Supervised2023.07 | 31.21 | 79.15 | 0.292 | |
| S2SSupervision=Unsupervised2023.07 | 30.76 | 69.5 | — | |
| Self2SelfCategory=Self-Supervised (Single Image Based Methods)2024.12 | 30.76 | 69.5 | — | |
| CLIPDenoisingCategory=Supervised2024.12 | 30.56 | 69.8 | — | |
| Masked DenoisingCategory=Supervised2024.12 | 29.86 | 64.3 | — | |
| UnprocessingCategory=Supervised2024.12 | 28.45 | 57.4 | — | |
| APBSN-singleCategory=Self-Supervised (Single Image Based Methods)2024.12 | 28.43 | 80.4 | — | |
| R2RSupervision=Unsupervised2023.07 | 27.17 | 52.5 | 0.448 | |
| R2RCategory=Self-Supervised (Single Image Based Methods)2024.12 | 27.17 | 52.6 | — | |
| NAFNetSupervision=Supervised2023.07 | 26.27 | 65.19 | 0.34 |