Video Deraining on VRDS
32.04PSNRRainMamba
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RainMambaGFLOPS=118.99, Runtime(s/frame)=0.0112, Parameters(M)=34.75, Input resolution=256x256, Number of frames=5, Hardware=NVIDIA RTX 4090 GPU2024.07 | 32.04 | 93.66 | 0.0684 | |
| RainMamba2024.07 | 32.04 | 93.66 | 0.0684 | |
| ViMP-Net2024.07 | 31.02 | 92.83 | 0.0862 | |
| BasicVSR++GFLOPS=1616.44, Runtime(s/frame)=0.0511, Parameters(M)=6.22, Input resolution=256x256, Number of frames=5, Hardware=NVIDIA RTX 4090 GPU2024.07 | 29.75 | 91.71 | 0.1023 | |
| BasicVSR++2024.07 | 29.75 | 91.71 | 0.1023 | |
| RestormerGFLOPS=704.95, Runtime(s/frame)=0.0696, Parameters(M)=26.1, Input resolution=256x256, Number of frames=5, Hardware=NVIDIA RTX 4090 GPU2024.07 | 29.59 | 92.06 | 0.0925 | |
| Restormer2024.07 | 29.59 | 92.06 | 0.0925 | |
| MPRNetGFLOPS=706.19, Runtime(s/frame)=0.0367, Parameters(M)=3.64, Input resolution=256x256, Number of frames=5, Hardware=NVIDIA RTX 4090 GPU2024.07 | 29.53 | 91.75 | 0.0987 | |
| MPRNet2024.07 | 29.53 | 91.75 | 0.0987 | |
| DRSformerGFLOPS=1101.89, Runtime(s/frame)=0.0381, Parameters(M)=33.63, Input resolution=256x256, Number of frames=5, Hardware=NVIDIA RTX 4090 GPU2024.07 | 28.54 | 90.75 | 0.1143 | |
| DRSformer2024.07 | 28.54 | 90.75 | 0.1143 | |
| RDD2024.07 | 28.39 | 90.96 | 0.1168 | |
| RVRT2024.07 | 28.24 | 88.57 | 0.1438 | |
| ESTINetGFLOPS=681.83, Runtime(s/frame)=0.0341, Parameters(M)=22.96, Input resolution=256x256, Number of frames=5, Hardware=NVIDIA RTX 4090 GPU2024.07 | 27.17 | 84.36 | 0.2253 | |
| ESTINet2024.07 | 27.17 | 84.36 | 0.2253 | |
| PreNet2024.07 | 27.13 | 90.14 | 0.1266 | |
| CCN2024.07 | 23.75 | 84.1 | 0.2091 | |
| SLDNet2024.07 | 23.65 | 87.36 | 0.179 | |
| S2VD2024.07 | 18.95 | 66.3 | 0.2833 |