Metric: Acc (higher is better)
| # | Model↕ | Acc▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TSA (FINCH) | 62.4 | No | Leveraging triplet loss for unsupervised action ... | 2023-04-13 | Code |
| 2 | TSA (Kmeans) | 59.7 | No | Leveraging triplet loss for unsupervised action ... | 2023-04-13 | Code |
| 3 | ASOT | 52.9 | No | Temporally Consistent Unbalanced Optimal Transpo... | 2024-04-01 | Code |
| 4 | HVQ | 50.3 | No | Hierarchical Vector Quantization for Unsupervise... | 2024-12-23 | Code |
| 5 | UFSA | 49.6 | No | Permutation-Aware Action Segmentation via Unsupe... | 2023-05-31 | Code |
| 6 | TOT+TCL | 45.3 | No | Unsupervised Action Segmentation by Joint Repres... | 2021-05-27 | Code |
| 7 | ASAL | 44.9 | No | Action Shuffle Alternating Learning for Unsuperv... | 2021-04-05 | - |
| 8 | TOT | 40.6 | No | Unsupervised Action Segmentation by Joint Repres... | 2021-05-27 | Code |
| 9 | CTE | 39 | No | Unsupervised learning of action classes with con... | 2019-04-08 | Code |