Video Denoising on DAVIS (PSNR/SSIM across noise levels)
40.25PSNR (sigma=10)F2R
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| F2RTraining Paradigm=Self-supervised2026.03 | 40.25 | 97.6 | 37.33 | 95.8 | 35.56 | 94 | 34.3 | 92.3 | 33.28 | 90.6 | 36.14 | 94.1 | |
| FloRNNTraining Paradigm=Supervised2026.03 | 40.16 | 97.6 | 37.52 | 95.6 | 35.89 | 94.4 | 34.66 | 92.9 | 33.67 | 91.3 | 36.38 | 94.4 | |
| PaCNetTraining Paradigm=Supervised2026.03 | 39.97 | 97.1 | 37.1 | 94.7 | 35.07 | 92.1 | 33.57 | 89.7 | 32.39 | 87.4 | 35.62 | 92.2 | |
| TAP-TTraining Paradigm=Self-supervised, Training on test sequence=true2026.03 | 39.8 | 97.3 | 36.74 | 95 | 34.84 | 92.6 | 33.49 | 90.5 | 32.49 | 88.6 | 35.48 | 92.8 | |
| RDRFTraining Paradigm=Self-supervised2026.03 | 39.54 | 97.2 | 36.4 | 94.7 | 34.55 | 92.5 | 33.23 | 90.3 | 32.2 | 88.3 | 35.18 | 92.6 | |
| ER2R-TTraining Paradigm=Self-supervised, Training on test sequence=true2026.03 | 39.52 | — | 36.49 | — | 34.6 | — | 33.29 | — | 32.25 | — | 35.23 | — | |
| RFR-TTraining Paradigm=Self-supervised, Training on test sequence=true2026.03 | 39.31 | — | 36.15 | — | 34.28 | — | 32.92 | — | 31.86 | — | 34.9 | — | |
| UDVDTraining Paradigm=Self-supervised2026.03 | 39.17 | 97 | 35.94 | 94.3 | 34.09 | 91.8 | 32.79 | 89.5 | 31.8 | 87.4 | 34.76 | 92 | |
| NAFNetTraining Paradigm=Supervised2026.03 | 38.79 | 96.5 | 35.37 | 93.3 | 33.47 | 90.4 | 32.17 | 87.9 | 31.18 | 85.8 | 34.2 | 90.8 | |
| FastDVDTraining Paradigm=Supervised2026.03 | 38.71 | 96.2 | 35.77 | 94.1 | 34.04 | 91.7 | 32.82 | 89.5 | 31.86 | 87.5 | 34.64 | 91.9 | |
| MF2F-TTraining Paradigm=Self-supervised, Training on test sequence=true2026.03 | 38.04 | 95.7 | 35.61 | 93.6 | 33.65 | 90.7 | 31.5 | 85.2 | 29.39 | 78.4 | 33.64 | 88.7 | |
| VBM4DTraining Paradigm=Traditional2026.03 | 37.58 | — | 33.88 | — | 31.65 | — | 30.05 | — | 28.8 | — | 32.39 | — |