Video Denoising on DAVIS 2017 (test)
40.91PSNROurs+
Evaluation results
| Method | Links | |
|---|---|---|
| Ours+sigma=10, Params (M)=12.7, FLOPS (G)=154.32022.06 | 40.91 | |
| VRTsigma=10, Params (M)=18.3, FLOPS (G)=721.32022.06 | 40.82 | |
| Ourssigma=10, Params (M)=10.8, FLOPS (G)=146.82022.06 | 40.75 | |
| Ours-ssigma=10, Params (M)=3.7, FLOPS (G)=47.22022.06 | 40.55 | |
| Tempformersigma=102022.06 | 40.17 | |
| FloRNNsigma=10, Params (M)=11.8, FLOPS (G)=189.72022.06 | 40.16 | |
| PaCNetsigma=10, Params (M)=2.87, FLOPS (G)=48.52022.06 | 39.97 | |
| Huang et al.sigma=10, Params (M)=13.952022.06 | 39.67 | |
| VLNBsigma=102022.06 | 38.85 | |
| FastDVDsigma=10, Params (M)=2.5, FLOPS (G)=41.82022.06 | 38.71 | |
| EMVD-Lsigma=10, Params (M)=9.6, FLOPS (G)=69.52022.06 | 38.57 | |
| Ours+sigma=20, Params (M)=12.7, FLOPS (G)=154.32022.06 | 38.34 | |
| Ourssigma=20, Params (M)=10.8, FLOPS (G)=146.82022.06 | 38.19 | |
| VRTsigma=20, Params (M)=18.3, FLOPS (G)=721.32022.06 | 38.15 | |
| DVDNetsigma=102022.06 | 38.13 | |
| Ours-ssigma=20, Params (M)=3.7, FLOPS (G)=47.22022.06 | 37.84 | |
| FloRNNsigma=20, Params (M)=11.8, FLOPS (G)=189.72022.06 | 37.52 | |
| Tempformersigma=202022.06 | 37.36 | |
| Ours+sigma=30, Params (M)=12.7, FLOPS (G)=154.32022.06 | 36.83 | |
| PaCNetsigma=20, Params (M)=2.87, FLOPS (G)=48.52022.06 | 36.82 | |
| Ourssigma=30, Params (M)=10.8, FLOPS (G)=146.82022.06 | 36.62 | |
| VRTsigma=30, Params (M)=18.3, FLOPS (G)=721.32022.06 | 36.52 | |
| Huang et al.sigma=20, Params (M)=13.952022.06 | 36.33 | |
| Ours-ssigma=30, Params (M)=3.7, FLOPS (G)=47.22022.06 | 36.25 | |
| FloRNNsigma=30, Params (M)=11.8, FLOPS (G)=189.72022.06 | 35.89 | |
| FastDVDsigma=20, Params (M)=2.5, FLOPS (G)=41.82022.06 | 35.77 | |
| Ours+sigma=40, Params (M)=12.7, FLOPS (G)=154.32022.06 | 35.71 | |
| DVDNetsigma=202022.06 | 35.7 | |
| VLNBsigma=202022.06 | 35.68 | |
| Tempformersigma=302022.06 | 35.66 | |
| Ourssigma=40, Params (M)=10.8, FLOPS (G)=146.82022.06 | 35.47 | |
| EMVD-Lsigma=20, Params (M)=9.6, FLOPS (G)=69.52022.06 | 35.39 | |
| VRTsigma=40, Params (M)=18.3, FLOPS (G)=721.32022.06 | 35.32 | |
| Ours-ssigma=40, Params (M)=3.7, FLOPS (G)=47.22022.06 | 35.11 | |
| Ours+sigma=50, Params (M)=12.7, FLOPS (G)=154.32022.06 | 34.82 | |
| PaCNetsigma=30, Params (M)=2.87, FLOPS (G)=48.52022.06 | 34.79 | |
| FloRNNsigma=40, Params (M)=11.8, FLOPS (G)=189.72022.06 | 34.66 | |
| Huang et al.sigma=30, Params (M)=13.952022.06 | 34.62 | |
| Ourssigma=50, Params (M)=10.8, FLOPS (G)=146.82022.06 | 34.53 | |
| Tempformersigma=402022.06 | 34.42 | |
| VRTsigma=50, Params (M)=18.3, FLOPS (G)=721.32022.06 | 34.36 | |
| Ours-ssigma=50, Params (M)=3.7, FLOPS (G)=47.22022.06 | 34.2 | |
| DVDNetsigma=302022.06 | 34.08 | |
| FastDVDsigma=30, Params (M)=2.5, FLOPS (G)=41.82022.06 | 34.04 | |
| EMVD-Lsigma=30, Params (M)=9.6, FLOPS (G)=69.52022.06 | 33.89 | |
| VLNBsigma=302022.06 | 33.73 | |
| FloRNNsigma=50, Params (M)=11.8, FLOPS (G)=189.72022.06 | 33.67 | |
| Tempformersigma=502022.06 | 33.44 | |
| Huang et al.sigma=40, Params (M)=13.952022.06 | 33.4 | |
| PaCNetsigma=40, Params (M)=2.87, FLOPS (G)=48.52022.06 | 33.34 | |
| DVDNetsigma=402022.06 | 32.86 | |
| FastDVDsigma=40, Params (M)=2.5, FLOPS (G)=41.82022.06 | 32.82 | |
| Huang et al.sigma=50, Params (M)=13.952022.06 | 32.41 | |
| EMVD-Lsigma=40, Params (M)=9.6, FLOPS (G)=69.52022.06 | 32.4 | |
| VLNBsigma=402022.06 | 32.32 | |
| PaCNetsigma=50, Params (M)=2.87, FLOPS (G)=48.52022.06 | 32.2 | |
| FastDVDsigma=50, Params (M)=2.5, FLOPS (G)=41.82022.06 | 31.86 | |
| DVDNetsigma=502022.06 | 31.85 | |
| EMVD-Lsigma=50, Params (M)=9.6, FLOPS (G)=69.52022.06 | 31.47 | |
| VLNBsigma=502022.06 | 31.13 |