Action Recognition on UCF-101 (val)
0.805Top-1 Acc (10% FS)MvPL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MvPLBackbone=3D-ResNet50, Input=V+F+G, #Frames=82021.12 | 0.805 | 0.228 | |
| CMPLBackbone=3D-ResNet50, Input=V, #Frames=82021.12 | 0.791 | 0.251 | |
| CMPLBackbone=3D-ResNet18, Input=V, #Frames=82021.12 | 0.676 | 0.238 | |
| FixMatchBackbone=SlowFast-R50, Input=V, #Frames=82021.12 | 0.551 | 0.161 | |
| FixMatchBackbone=3D-ResNet50, Input=V, #Frames=82021.12 | 0.498 | 0.148 | |
| VideoSSLBackbone=3D-ResNet18, Input=V, #Frames=162021.12 | 0.42 | — | |
| SupervisedBackbone=3D-ResNet50, Input=V, #Frames=82021.12 | 0.324 | 0.065 | |
| S4LBackbone=3D-ResNet18, Input=V, #Frames=162021.12 | 0.291 | — |