Video Snapshot Compressive Imaging Reconstruction on DAVIS 6 simulation videos source 2017 (test)
38.3Avg PSNRDU-9stg
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DU-9stgParams (M)=6.36, FLOPS (G)=6298.622026.06 | 38.3 | — | — | — | — | — | — | — | — | — | — | — | — | 0.974 | |
| HiSViTParams (M)=8.98, FLOPS (G)=6143.682026.06 | 38.01 | — | — | — | — | — | — | — | — | — | — | — | — | 0.972 | |
| DADUNParams (M)=10.44, FLOPS (G)=20411.112026.06 | 37.89 | — | — | — | — | — | — | — | — | — | — | — | — | 0.972 | |
| EfficientSCI++Params (M)=8.08, FLOPS (G)=4256.202026.06 | 37.5 | — | — | — | — | — | — | — | — | — | — | — | — | 0.97 | |
| EfficientSCIParams (M)=8.82, FLOPS (G)=5701.502026.06 | 37.49 | — | — | — | — | — | — | — | — | — | — | — | — | 0.97 | |
| STFormerParams (M)=19.49, FLOPS (G)=12155.472026.06 | 37.32 | — | — | — | — | — | — | — | — | — | — | — | — | 0.97 | |
| MambaSCI-BParams (M)=6.11, FLOPS (G)=556.892024.10 | 35.7 | 36.95 | 0.979 | 38.62 | 0.982 | 40.02 | 0.977 | 34.55 | 0.95 | 27.52 | 0.904 | 36.54 | 0.96 | 0.959 | |
| BIRNATParams (M)=4.14, FLOPS (G)=1454.962026.06 | 35.47 | — | — | — | — | — | — | — | — | — | — | — | — | 0.959 | |
| PnP-FastDVDnet2026.06 | 34.6 | — | — | — | — | — | — | — | — | — | — | — | — | 0.953 | |
| MambaSCI-SParams (M)=2.47, FLOPS (G)=247.532024.10 | 34.53 | 36.12 | 0.978 | 37.33 | 0.976 | 38.35 | 0.968 | 33.72 | 0.943 | 26.7 | 0.886 | 34.98 | 0.951 | 0.95 | |
| STFormer-BParams (M)=19.49, FLOPS (G)=12155.472024.10 | 32.48 | 36.69 | 0.981 | 23.84 | 0.446 | 37.13 | 0.927 | 34.83 | 0.955 | 26.62 | 0.791 | 35.8 | 0.952 | 0.842 | |
| PnP-FFDNet2026.06 | 32.38 | — | — | — | — | — | — | — | — | — | — | — | — | 0.931 | |
| EfficientSCI-BParams (M)=8.83, FLOPS (G)=5701.52024.10 | 32.35 | 36.4 | 0.98 | 24.52 | 0.497 | 36.34 | 0.919 | 34.73 | 0.955 | 26.63 | 0.774 | 35.52 | 0.945 | 0.845 | |
| DeSCI2026.06 | 32.23 | — | — | — | — | — | — | — | — | — | — | — | — | 0.926 | |
| MambaSCI-TParams (M)=1.61, FLOPS (G)=165.472024.10 | 32.13 | 33.45 | 0.965 | 35.07 | 0.963 | 35.03 | 0.926 | 31.81 | 0.912 | 25.31 | 0.843 | 32.09 | 0.909 | 0.919 | |
| PnP-FastDVD-gray2024.10 | 31.35 | 34.29 | 0.967 | 33.07 | 0.947 | 34.18 | 0.928 | 30.11 | 0.883 | 23.74 | 0.811 | 32.7 | 0.921 | 0.909 | |
| GAP-TV2024.10 | 28.53 | 33.38 | 0.965 | 29.53 | 0.904 | 29.61 | 0.872 | 29.7 | 0.884 | 19.64 | 0.625 | 29.32 | 0.885 | 0.856 | |
| GAP-TV2026.06 | 28.47 | — | — | — | — | — | — | — | — | — | — | — | — | 0.864 | |
| PnP-FFDnet-gray2024.10 | 27.86 | 32.47 | 0.958 | 27.45 | 0.883 | 28.66 | 0.864 | 26.93 | 0.832 | 20.56 | 0.686 | 31.07 | 0.906 | 0.855 | |
| STFormer-SParams (M)=1.23, FLOPS (G)=769.232024.10 | 27.06 | 23.15 | 0.679 | 23.75 | 0.435 | 34.36 | 0.885 | 24.78 | 0.659 | 26.17 | 0.771 | 30.13 | 0.785 | 0.703 | |
| EfficientSCI-SParams (M)=2.21, FLOPS (G)=1434.182024.10 | 26.86 | 19.47 | 0.402 | 26.88 | 0.642 | 34.26 | 0.906 | 24.13 | 0.639 | 25.98 | 0.761 | 30.41 | 0.788 | 0.69 |