| Paper | Code | F1 | Acc | JSD | Precision | Recall | mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|
| Hierarchical Vector Quantization for Unsupervised Action Segmentation | ✓ Link | 39.7 | 54.4 | 82.5 | 35.6 | 44.9 | HVQ | 2024-12-23 | |
| Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation | ✓ Link | 38.3 | 56.1 | 94.9 | 36.7 | 40.1 | 18.6 | ASOT | 2024-04-01 |
| Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment | ✓ Link | 38 | 52.1 | UFSA | 2023-05-31 | ||||
| Action Shuffle Alternating Learning for Unsupervised Action Segmentation | 37.9 | 52.5 | ASAL | 2021-04-05 | |||||
| Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering | ✓ Link | 31.0 | 47.5 | 90.2 | 37.7 | 26.3 | TOT | 2021-05-27 | |
| Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering | ✓ Link | 30.3 | 39.0 | 85.6 | 26.2 | 36.0 | TOT+TCL | 2021-05-27 | |
| Unsupervised learning of action classes with continuous temporal embedding | ✓ Link | 26.4 | 41.8 | 87.4 | 25.8 | 27.0 | CTE | 2019-04-08 | |
| A Perceptual Prediction Framework for Self Supervised Event Segmentation | ✓ Link | 42.9 | 46.9 | LSTM+AL | 2018-11-12 |