| Paper | Code | F1 | Acc | Precision | Recall | mIoU | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| A Perceptual Prediction Framework for Self Supervised Event Segmentation | ✓ Link | 39.7 | LSTM+AL | 2018-11-12 | ||||
| Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation | ✓ Link | 35.1 | 52.9 | 47.6 | 27.8 | 24.7 | ASOT | 2024-04-01 |
| Hierarchical Vector Quantization for Unsupervised Action Segmentation | ✓ Link | 35.1 | 50.3 | 32.1 | 38.7 | HVQ | 2024-12-23 | |
| Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering | ✓ Link | 32.9 | 45.3 | 40.1 | 27.9 | TOT+TCL | 2021-05-27 | |
| Permutation-Aware Action Segmentation via Unsupervised Frame-to-Segment Alignment | ✓ Link | 32.4 | 49.6 | UFSA | 2023-05-31 | |||
| Action Shuffle Alternating Learning for Unsupervised Action Segmentation | 32.1 | 44.9 | ASAL | 2021-04-05 | ||||
| Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering | ✓ Link | 30.0 | 40.6 | 28.7 | 31.4 | TOT | 2021-05-27 | |
| Unsupervised learning of action classes with continuous temporal embedding | ✓ Link | 28.3 | 39 | 39.3 | 22.1 | CTE | 2019-04-08 |