Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Tamura et al. | 96.5 | Yes | Hunting Group Clues with Transformers for Social... | 2022-07-12 | - |
| 2 | COMPOSER | 96.2 | No | COMPOSER: Compositional Reasoning of Group Activ... | 2021-12-11 | Code |
| 3 | GT (Inception-v3) | 91 | No | Learning Actor Relation Graphs for Group Activit... | 2019-04-23 | Code |
| 4 | CHASE(CTR-GCN) | 89.61 | No | CHASE: Learning Convex Hull Adaptive Shift for S... | 2024-10-09 | Code |
| 5 | H-LSTCM | 83.75 | No | Hierarchical Long Short-Term Concurrent Memory f... | 2018-11-01 | - |
| 6 | Deng et al. | 81.2 | No | Structure Inference Machines: Recurrent Neural N... | 2015-11-13 | - |