Metric: Actions Top-1 (higher is better)
| # | Model↕ | Actions Top-1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | HandFormer-B/21x8 | 93.39 | No | On the Utility of 3D Hand Poses for Action Recog... | 2024-03-14 | Code |
| 2 | SHARP | 91.73 | No | SHARP: Segmentation of Hands and Arms by Range u... | 2024-08-19 | Code |
| 3 | EffHandEgoNet | 91.32 | No | In My Perspective, In My Hands: Accurate Egocent... | 2024-04-14 | Code |
| 4 | H2OTR | 90.9 | No | - | - | Code |
| 5 | ISTA-Net | 89.09 | No | Interactive Spatiotemporal Token Attention Netwo... | 2023-07-14 | Code |
| 6 | HTT | 86.36 | No | Hierarchical Temporal Transformer for 3D Hand Po... | 2022-09-20 | Code |
| 7 | RGBPoseConv3D | 83.47 | No | Revisiting Skeleton-based Action Recognition | 2021-04-28 | Code |
| 8 | TA-GCN | 79.25 | No | H2O: Two Hands Manipulating Objects for First Pe... | 2021-04-22 | - |
| 9 | SlowFast | 77.69 | No | SlowFast Networks for Video Recognition | 2018-12-10 | Code |
| 10 | ST-GCN | 73.86 | No | Spatial Temporal Graph Convolutional Networks fo... | 2018-01-23 | Code |
| 11 | MS-G3D | 50.83 | No | Disentangling and Unifying Graph Convolutions fo... | 2020-03-31 | Code |