Metric: Object Top-1 (higher is better)
| # | Model↕ | Object Top-1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HandFormer-B/21 | 51.17 | No | On the Utility of 3D Hand Poses for Action Recog... | 2024-03-14 | Code |
| 2 | TSM | 47.45 | No | TSM: Temporal Shift Module for Efficient Video U... | 2018-11-20 | Code |
| 3 | RGBPoseConv3D | 42.9 | No | Revisiting Skeleton-based Action Recognition | 2021-04-28 | Code |
| 4 | MS-G3D | 36.3 | No | Disentangling and Unifying Graph Convolutions fo... | 2020-03-31 | Code |
| 5 | 2s-AGCN | 33.8 | No | Two-Stream Adaptive Graph Convolutional Networks... | 2018-05-20 | Code |
| 6 | ISTA-Net | 31.69 | No | Interactive Spatiotemporal Token Attention Netwo... | 2023-07-14 | Code |