Video Snapshot Compressive Imaging Reconstruction on Traffic
33.45PSNRDU-9stg (Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DU-9stg (Ours)Params (M)=6.36, FLOPs (G)=1574.372026.06 | 33.45 | 97.4 | |
| DADUNParams (M)=12.67, FLOPs (G)=6266.152026.06 | 33.08 | 97.2 | |
| HiSViTParams (M)=8.98, FLOPs (G)=1535.922026.06 | 33.06 | 97.3 | |
| DU-5stg (Ours)Params (M)=3.95, FLOPs (G)=899.642026.06 | 32.8 | 97.1 | |
| EfficientSCIParams (M)=8.82, FLOPs (G)=1426.382026.06 | 32.3 | 96.8 | |
| EfficientSCI++Params (M)=8.08, FLOPs (G)=1063.012026.06 | 32.24 | 96.8 | |
| STFormerParams (M)=19.48, FLOPs (G)=3060.752026.06 | 32.15 | 96.7 | |
| DUN-3DUnetParams (M)=61.91, FLOPs (G)=3975.832026.06 | 31.76 | 96.6 | |
| ELP-UnfoldingParams (M)=565.73, FLOPs (G)=4634.942026.06 | 31.58 | 96.2 | |
| DU-9stgParams (M)=6.36, FLOPS (G)=6298.622026.06 | 31.53 | 95.2 | |
| HiSViTParams (M)=8.98, FLOPS (G)=6143.682026.06 | 30.79 | 94.6 | |
| DADUNParams (M)=10.44, FLOPS (G)=20411.112026.06 | 30.31 | 94 | |
| STFormerParams (M)=19.49, FLOPS (G)=12155.472026.06 | 30.24 | 93.9 | |
| EfficientSCIParams (M)=8.82, FLOPS (G)=5701.502026.06 | 30.13 | 94.3 | |
| EfficientSCI++Params (M)=8.08, FLOPS (G)=4256.202026.06 | 30.09 | 94.2 | |
| DeSCI2026.06 | 28.71 | 92.5 | |
| BIRNATParams (M)=4.14, FLOPS (G)=1454.962026.06 | 28.03 | 91.5 | |
| PnP-FastDVDnet2026.06 | 27.95 | 93.2 | |
| PnP-FastDVDnet2026.06 | 27.49 | 91.5 | |
| DeSCI2026.06 | 24.62 | 83.9 | |
| PnP-FFDNet2026.06 | 24.55 | 83.7 | |
| PnP-PFDNet2026.06 | 24.18 | 82.8 | |
| GAP-TV2026.06 | 20.89 | 71.5 | |
| GAP-TV2026.06 | 19.84 | 64.5 |