Image Denoising on Standard Benchmark Images (test)
28.21PPS ScoreDnCNN
Evaluation Results
| Method | Links | |
|---|---|---|
| DnCNNNoise Type=Poisson2024.10 | 28.21 | |
| NoisyNoise Type=Poisson2024.10 | 26.33 | |
| MixTVNoise Type=Poisson2024.10 | 24.86 | |
| MixTVNoise Type=S&P2024.10 | 22.84 | |
| 1-normNoise Type=Poisson2024.10 | 22.51 | |
| MixTVNoise Type=Poisson + S&P2024.10 | 21.99 | |
| MixTVNoise Type=S&P + Poisson2024.10 | 21.94 | |
| DnCNNNoise Type=Gaussian2024.10 | 21.87 | |
| MixTVNoise Type=uniform2024.10 | 21.67 | |
| DnCNNNoise Type=Poisson + Gaussian2024.10 | 21.16 | |
| MixTVNoise Type=Gaussian2024.10 | 21.15 | |
| DnCNNNoise Type=Gaussian + Poisson2024.10 | 21.15 | |
| DnCNNNoise Type=speckle2024.10 | 21.07 | |
| MixTVNoise Type=uniform + Poisson2024.10 | 20.72 | |
| MixTVNoise Type=Poisson + uniform2024.10 | 20.71 | |
| MixTVNoise Type=Gaussian + Poisson2024.10 | 20.51 | |
| DnCNNNoise Type=Poisson + speckle2024.10 | 20.49 | |
| 1-normNoise Type=S&P2024.10 | 20.48 | |
| DnCNNNoise Type=speckle + Poisson2024.10 | 20.45 | |
| MixTVNoise Type=Poisson + Gaussian2024.10 | 20.41 | |
| MixTVNoise Type=uniform + S&P2024.10 | 20.2 | |
| MixTVNoise Type=S&P + uniform2024.10 | 20.12 | |
| 1-normNoise Type=S&P + Poisson2024.10 | 19.82 | |
| 1-normNoise Type=Poisson + S&P2024.10 | 19.71 | |
| MixTVNoise Type=speckle2024.10 | 19.42 | |
| 1-normNoise Type=Gaussian2024.10 | 19.41 | |
| MixTVNoise Type=Gaussian + S&P2024.10 | 19.29 | |
| MixTVNoise Type=S&P + Gaussian2024.10 | 19.17 | |
| MixTVNoise Type=speckle + Poisson2024.10 | 18.94 | |
| 1-normNoise Type=Gaussian + Poisson2024.10 | 18.88 | |
| MixTVNoise Type=Poisson + speckle2024.10 | 18.88 | |
| 1-normNoise Type=Poisson + Gaussian2024.10 | 18.8 | |
| 1-normNoise Type=uniform2024.10 | 18.66 | |
| MixTVNoise Type=speckle + S&P2024.10 | 18.23 | |
| MixTVNoise Type=S&P + speckle2024.10 | 18.18 | |
| DnCNNNoise Type=Gaussian + speckle2024.10 | 18.11 | |
| 1-normNoise Type=uniform + Poisson2024.10 | 18.05 | |
| 1-normNoise Type=Gaussian + S&P2024.10 | 18.04 | |
| DnCNNNoise Type=speckle + Gaussian2024.10 | 18.01 | |
| 1-normNoise Type=Poisson + uniform2024.10 | 17.94 | |
| 1-normNoise Type=S&P + Gaussian2024.10 | 17.93 | |
| MixTVNoise Type=uniform + Gaussian2024.10 | 17.65 | |
| MixTVNoise Type=Gaussian + uniform2024.10 | 17.61 | |
| 1-normNoise Type=uniform + S&P2024.10 | 17.55 | |
| 1-normNoise Type=speckle2024.10 | 17.52 | |
| 1-normNoise Type=S&P + uniform2024.10 | 17.48 | |
| MixTVNoise Type=speckle + Gaussian2024.10 | 17.44 | |
| MixTVNoise Type=Gaussian + speckle2024.10 | 17.39 | |
| 1-normNoise Type=speckle + Poisson2024.10 | 17.15 | |
| MixTVNoise Type=speckle + uniform2024.10 | 17.09 | |
| MixTVNoise Type=uniform + speckle2024.10 | 17.09 | |
| 1-normNoise Type=Poisson + speckle2024.10 | 17.08 | |
| DnCNNNoise Type=uniform2024.10 | 16.81 | |
| DnCNNNoise Type=Poisson + uniform2024.10 | 16.81 | |
| DnCNNNoise Type=uniform + Poisson2024.10 | 16.79 | |
| 1-normNoise Type=speckle + S&P2024.10 | 16.71 | |
| 1-normNoise Type=S&P + speckle2024.10 | 16.64 | |
| DnCNNNoise Type=S&P + Poisson2024.10 | 16.62 | |
| DnCNNNoise Type=S&P + Gaussian2024.10 | 16.6 | |
| DnCNNNoise Type=Poisson + S&P2024.10 | 16.57 | |
| DnCNNNoise Type=Gaussian + S&P2024.10 | 16.36 | |
| NoisyNoise Type=Gaussian2024.10 | 16.16 | |
| 1-normNoise Type=speckle + Gaussian2024.10 | 16.04 | |
| 1-normNoise Type=Gaussian + speckle2024.10 | 15.96 | |
| DnCNNNoise Type=Gaussian + uniform2024.10 | 15.92 | |
| DnCNNNoise Type=S&P + speckle2024.10 | 15.91 | |
| DnCNNNoise Type=uniform + Gaussian2024.10 | 15.9 | |
| 1-normNoise Type=uniform + Gaussian2024.10 | 15.88 | |
| DnCNNNoise Type=S&P2024.10 | 15.86 | |
| 1-normNoise Type=Gaussian + uniform2024.10 | 15.79 | |
| DnCNNNoise Type=speckle + S&P2024.10 | 15.6 | |
| 1-normNoise Type=speckle + uniform2024.10 | 15.4 | |
| 1-normNoise Type=uniform + speckle2024.10 | 15.4 | |
| DnCNNNoise Type=speckle + uniform2024.10 | 15.36 | |
| DnCNNNoise Type=uniform + speckle2024.10 | 15.3 | |
| NoisyNoise Type=Gaussian + Poisson2024.10 | 15.1 | |
| NoisyNoise Type=Poisson + Gaussian2024.10 | 15.04 | |
| DnCNNNoise Type=S&P + uniform2024.10 | 14.51 | |
| DnCNNNoise Type=uniform + S&P2024.10 | 14.49 | |
| NoisyNoise Type=speckle2024.10 | 14.44 | |
| NoisyNoise Type=speckle + Poisson2024.10 | 13.9 | |
| NoisyNoise Type=Poisson + speckle2024.10 | 13.71 | |
| NoisyNoise Type=S&P2024.10 | 11.58 | |
| NoisyNoise Type=S&P + Poisson2024.10 | 11.23 | |
| NoisyNoise Type=Poisson + S&P2024.10 | 11.06 | |
| NoisyNoise Type=uniform2024.10 | 11 | |
| NoisyNoise Type=speckle + Gaussian2024.10 | 10.88 | |
| NoisyNoise Type=Gaussian + speckle2024.10 | 10.8 | |
| NoisyNoise Type=Poisson + uniform2024.10 | 10.49 | |
| NoisyNoise Type=uniform + Poisson2024.10 | 10.49 | |
| NoisyNoise Type=S&P + Gaussian2024.10 | 9.87 | |
| IsotropicNoise Type=Poisson2024.10 | 9.6 | |
| Isotropic + 1-normNoise Type=Poisson2024.10 | 9.59 | |
| 1-norm + IsotropicNoise Type=Poisson2024.10 | 9.54 | |
| NoisyNoise Type=Gaussian + S&P2024.10 | 9.53 | |
| 1-norm + IsotropicNoise Type=Poisson + S&P2024.10 | 9.52 | |
| 1-norm + IsotropicNoise Type=S&P + Poisson2024.10 | 9.51 | |
| 1-norm + IsotropicNoise Type=Poisson + uniform2024.10 | 9.36 | |
| 1-norm + IsotropicNoise Type=uniform + Poisson2024.10 | 9.36 | |
| 1-norm + IsotropicNoise Type=Gaussian2024.10 | 9.21 |