Video Denoising on DAVIS (test)
38.85PSNRVNLB
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| VNLBsigma=102019.06 | 38.85 | — | — | — | — | — | — | — | |
| FastDVDnet_clippedsigma=10, noise_type=clipped AWGN2019.07 | 38.45 | — | — | — | — | — | — | — | |
| DVDnetsigma=102019.06 | 38.13 | — | — | — | — | — | — | — | |
| V-BM4Dsigma=102019.06 | 37.58 | — | — | — | — | — | — | — | |
| ViDeNNsigma=10, noise_type=clipped AWGN2019.07 | 37.13 | — | — | — | — | — | — | — | |
| FastDVDnetAdditive Noise Type=Gaussian, Noise Level=sigma = 202023.12 | 35.77 | — | — | — | — | — | — | — | |
| VDPAdditive Noise Type=Gaussian, Noise Level=sigma = 202023.12 | 35.74 | — | — | — | — | — | — | — | |
| DVDnetsigma=202019.06 | 35.7 | — | — | — | — | — | — | — | |
| VNLBsigma=202019.06 | 35.68 | — | — | — | — | — | — | — | |
| UDVDAdditive Noise Type=Gaussian, Noise Level=sigma = 202023.12 | 35.12 | — | — | — | — | — | — | — | |
| M2F2Additive Noise Type=Gaussian, Noise Level=sigma = 202023.12 | 34.89 | — | — | — | — | — | — | — | |
| DVDnetsigma=302019.06 | 34.08 | — | — | — | — | — | — | — | |
| VDPAdditive Noise Type=Gaussian, Noise Level=sigma = 302023.12 | 34.07 | — | — | — | — | — | — | — | |
| FastDVDnetAdditive Noise Type=Gaussian, Noise Level=sigma = 302023.12 | 34.04 | — | — | — | — | — | — | — | |
| UDVDAdditive Noise Type=Gaussian, Noise Level=sigma = 302023.12 | 33.92 | — | — | — | — | — | — | — | |
| V-BM4Dsigma=202019.06 | 33.88 | — | — | — | — | — | — | — | |
| VNLBsigma=302019.06 | 33.73 | — | — | — | — | — | — | — | |
| FastDVDnet_clippedsigma=30, noise_type=clipped AWGN2019.07 | 33.52 | — | — | — | — | — | — | — | |
| M2F2Additive Noise Type=Gaussian, Noise Level=sigma = 302023.12 | 33.21 | — | — | — | — | — | — | — | |
| DVDnetsigma=402019.06 | 32.86 | — | — | — | — | — | — | — | |
| VNLBsigma=402019.06 | 32.32 | — | — | — | — | — | — | — | |
| ViDeNNsigma=30, noise_type=clipped AWGN2019.07 | 32.24 | — | — | — | — | — | — | — | |
| VDPAdditive Noise Type=Poisson, Noise Level=lambda = 252023.12 | 31.96 | — | — | — | — | — | — | — | |
| DVDnetsigma=502019.06 | 31.85 | — | — | — | — | — | — | — | |
| V-BM4Dsigma=302019.06 | 31.65 | — | — | — | — | — | — | — | |
| FastDVDnet_clippedsigma=50, noise_type=clipped AWGN2019.07 | 31.23 | — | — | — | — | — | — | — | |
| VNLBsigma=502019.06 | 31.13 | — | — | — | — | — | — | — | |
| VDPAdditive Noise Type=Poisson, Noise Level=lambda = 302023.12 | 30.07 | — | — | — | — | — | — | — | |
| V-BM4Dsigma=402019.06 | 30.05 | — | — | — | — | — | — | — | |
| ViDeNNsigma=50, noise_type=clipped AWGN2019.07 | 29.77 | — | — | — | — | — | — | — | |
| V-BM4Dsigma=502019.06 | 28.8 | — | — | — | — | — | — | — | |
| UDVDAdditive Noise Type=Poisson, Noise Level=lambda = 252023.12 | 22.08 | — | — | — | — | — | — | — | |
| UDVDAdditive Noise Type=Poisson, Noise Level=lambda = 302023.12 | 20.98 | — | — | — | — | — | — | — | |
| FastDVDnetAdditive Noise Type=Poisson, Noise Level=lambda = 252023.12 | 19.02 | — | — | — | — | — | — | — | |
| M2F2Additive Noise Type=Poisson, Noise Level=lambda = 252023.12 | 18.19 | — | — | — | — | — | — | — | |
| FastDVDnetAdditive Noise Type=Poisson, Noise Level=lambda = 302023.12 | 18.03 | — | — | — | — | — | — | — | |
| M2F2Additive Noise Type=Poisson, Noise Level=lambda = 302023.12 | 17.12 | — | — | — | — | — | — | — | |
| BSVD-32Device=GPU, Resolution=960 x 540, Framework=PyTorch, Precision=FP162022.07 | — | 39.47 | 36.36 | 34.57 | 33.31 | 32.34 | 35.21 | 0.0163 | |
| BSVD-64Device=GPU, Resolution=960 x 540, Framework=PyTorch, Precision=FP162022.07 | — | 39.81 | 36.82 | 35.09 | 33.86 | 32.91 | 35.7 | 0.0337 | |
| DVDnet2021.03 | — | 38.13 | 35.7 | 34.08 | 32.86 | 31.85 | 34.52 | — | |
| DVDnetDevice=CPU+GPU, Resolution=960 x 540, Framework=PyTorch, Precision=FP162022.07 | — | 38.13 | 35.7 | 34.08 | 32.86 | 31.85 | 34.52 | 4.731 | |
| FastDVDnet2021.03 | — | 38.93 | 35.88 | 34.12 | 32.87 | 31.9 | 34.74 | — | |
| FastDVDnetDevice=GPU, Resolution=960 x 540, Framework=PyTorch, Precision=FP162022.07 | — | 38.71 | 35.77 | 34.04 | 32.82 | 31.86 | 34.64 | 0.0419 | |
| PaCNet2021.03 | — | 39.97 | 36.82 | 34.79 | 33.34 | 32.2 | 35.42 | — | |
| PaCNetDevice=GPU, Resolution=960 x 540, Framework=PyTorch, Precision=FP162022.07 | — | 39.97 | 36.82 | 34.79 | 33.34 | 32.2 | 35.42 | 23.75 | |
| S-CNN-0Frame processing mode=single frame2021.03 | — | 38.38 | 34.85 | 32.86 | 31.56 | 30.51 | 33.63 | — | |
| S-CNN-3Temporal configuration=no T-CNN2021.03 | — | 39.9 | 36.48 | 34.34 | 32.78 | 31.55 | 35.01 | — | |
| V-BM4D2021.03 | — | 37.58 | 33.88 | 31.65 | 30.05 | 28.8 | 32.39 | — | |
| V-BM4DDevice=CPU, Resolution=960 x 540, Framework=PyTorch, Precision=FP162022.07 | — | 37.58 | 33.88 | 31.65 | 30.05 | 28.8 | 32.39 | 156 | |
| VNLB2021.03 | — | 38.85 | 35.68 | 33.73 | 32.32 | 31.13 | 34.34 | — | |
| VNLBDevice=CPU, Resolution=960 x 540, Framework=PyTorch, Precision=FP162022.07 | — | 38.85 | 35.68 | 33.73 | 32.32 | 31.13 | 34.34 | 420 | |
| VNLnet2021.03 | — | 35.83 | 34.49 | — | 32.32 | 31.43 | — | — | |
| VNLnetDevice=GPU, Resolution=960 x 540, Framework=PyTorch, Precision=FP162022.07 | — | 35.83 | 34.49 | — | 32.32 | 31.43 | — | 1.104 |