Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TSA (Kmeans) | 58 | No | Leveraging triplet loss for unsupervised action ... | 2023-04-13 | Code |
| 2 | TSA (Spectral) | 57.8 | No | Leveraging triplet loss for unsupervised action ... | 2023-04-13 | Code |
| 3 | HVQ | 39.7 | No | Hierarchical Vector Quantization for Unsupervise... | 2024-12-23 | Code |
| 4 | ASOT | 38.3 | No | Temporally Consistent Unbalanced Optimal Transpo... | 2024-04-01 | Code |
| 5 | UFSA | 38 | No | Permutation-Aware Action Segmentation via Unsupe... | 2023-05-31 | Code |
| 6 | ASAL | 37.9 | No | Action Shuffle Alternating Learning for Unsuperv... | 2021-04-05 | - |
| 7 | TOT | 31 | No | Unsupervised Action Segmentation by Joint Repres... | 2021-05-27 | Code |
| 8 | TOT+TCL | 30.3 | No | Unsupervised Action Segmentation by Joint Repres... | 2021-05-27 | Code |
| 9 | CTE | 26.4 | No | Unsupervised learning of action classes with con... | 2019-04-08 | Code |