Action Recognition on Kinetics (val)
76.6Top-1 AccTSN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TSNModality=Fusion, Backbone=ResNet-1522018.10 | 76.6 | — | |
| RRAModality=Fusion, Backbone=ResNet-1522018.10 | 76.1 | — | |
| Slow-only baseline + all GCBackbone=ResNet-50, Number of parameters (M)=42.45, FLOPs (G)=39.352019.04 | 76 | 92.34 | |
| Slow-only baseline + 5 NLBackbone=ResNet-50, Number of parameters (M)=39.81, FLOPs (G)=59.602019.04 | 75.95 | 92.29 | |
| Slow-only baseline + 5 GCBackbone=ResNet-50, Number of parameters (M)=34.30, FLOPs (G)=39.312019.04 | 75.85 | 92.25 | |
| Slow-only baseline + 5 SNLBackbone=ResNet-50, Number of parameters (M)=36.13, FLOPs (G)=39.322019.04 | 75.76 | 92.44 | |
| Slow-only baselineBackbone=ResNet-50, Number of parameters (M)=32.45, FLOPs (G)=39.292019.04 | 74.94 | 91.9 | |
| I3DModality=Fusion, Backbone=ResNet-1522018.10 | 74.2 | — | |
| RRAModality=RGB, Backbone=ResNet-1522018.10 | 73.7 | — | |
| TSNModality=RGB, Backbone=ResNet-1522018.10 | 72.5 | — | |
| I3DModality=RGB, Backbone=ResNet-1522018.10 | 71.1 | — | |
| RRAModality=Flow, Backbone=ResNet-1522018.10 | 63.9 | — | |
| I3DModality=Flow, Backbone=ResNet-1522018.10 | 63.4 | — | |
| TSNModality=Flow, Backbone=ResNet-1522018.10 | 62.8 | — | |
| 3D ResNetModality=RGB, Backbone=ResNet-1522018.10 | 58 | — |