Video Restoration on MaLissa (val)
22.88PSNRMIRA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MIRABackbone=CNN, Latency=236.66, GFLOPs=16.57, Params=7.29M, Patch size=256, Frame window=5, Hardware=NVIDIA RTX 6000 Ada2026.05 | 22.88 | 60.08 | 71.97 | |
| TurtleBackbone=Transformer, Latency=1668.69, GFLOPs=9280.94, Params=59.08M, Patch size=256, Frame window=5, Hardware=NVIDIA RTX 6000 Ada2026.05 | 21.81 | 59.57 | 70.37 | |
| RVRTBackbone=Transformer, Latency=491.77, GFLOPs=1363.74, Params=13.57M, Patch size=256, Frame window=5, Hardware=NVIDIA RTX 6000 Ada2026.05 | 21.45 | 58.85 | 69.48 | |
| BasicVSR++Backbone=CNN, Latency=333.19, GFLOPs=1968.80, Params=7.39M, Patch size=256, Frame window=5, Hardware=NVIDIA RTX 6000 Ada2026.05 | 20.89 | 58.13 | 68.76 | |
| EMVDBackbone=CNN, Latency=165.63, GFLOPs=10.41, Params=0.02M, Patch size=256, Frame window=5, Hardware=NVIDIA RTX 6000 Ada2026.05 | 18.71 | 54.41 | 63.49 | |
| MedVSRBackbone=SSM, Latency=290.03, GFLOPs=1428.92, Params=7.12M, Patch size=256, Frame window=5, Hardware=NVIDIA RTX 6000 Ada2026.05 | 9.95 | 5.97 | 27.47 |