Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TSA (Kmeans) | 55.3 | No | Leveraging triplet loss for unsupervised action ... | 2023-04-13 | Code |
| 2 | TSA (FINCH) | 54.7 | No | Leveraging triplet loss for unsupervised action ... | 2023-04-13 | Code |
| 3 | LSTM+AL | 39.7 | No | A Perceptual Prediction Framework for Self Super... | 2018-11-12 | Code |
| 4 | ASOT | 35.1 | No | Temporally Consistent Unbalanced Optimal Transpo... | 2024-04-01 | Code |
| 5 | HVQ | 35.1 | No | Hierarchical Vector Quantization for Unsupervise... | 2024-12-23 | Code |
| 6 | TOT+TCL | 32.9 | No | Unsupervised Action Segmentation by Joint Repres... | 2021-05-27 | Code |
| 7 | UFSA | 32.4 | No | Permutation-Aware Action Segmentation via Unsupe... | 2023-05-31 | Code |
| 8 | ASAL | 32.1 | No | Action Shuffle Alternating Learning for Unsuperv... | 2021-04-05 | - |
| 9 | TOT | 30 | No | Unsupervised Action Segmentation by Joint Repres... | 2021-05-27 | Code |
| 10 | CTE | 28.3 | No | Unsupervised learning of action classes with con... | 2019-04-08 | Code |