| Paper | Code | F1@10% | F1@25% | F1@50% | Edit | MoF | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| ASQuery: A Query-based Model for Action Segmentation | ✓ Link | 37.8 | 35.6 | 29.4 | 35.3 | 40.4 | ASQuery | 2024-09-30 |
| How Much Temporal Long-Term Context is Needed for Action Segmentation? | ✓ Link | 33.9 | 30.0 | 22.6 | 30.4 | 41.2 | LTContext | 2023-08-22 |
| ASFormer: Transformer for Action Segmentation | ✓ Link | 33.4 | 29.2 | 21.4 | 30.5 | 38.8 | ASFormer | 2021-10-16 |
| Coarse to Fine Multi-Resolution Temporal Convolutional Network | ✓ Link | 33.3 | 29.0 | 21.3 | 32.4 | 39.2 | C2F-TCN | 2021-05-23 |
| Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation | ✓ Link | 32.1 | 28.3 | 20.8 | 31.5 | 37.4 | UVAST | 2022-09-01 |
| MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation | ✓ Link | 31.6 | 27.8 | 20.6 | 30.7 | 37.1 | MS-TCN++ | 2020-06-16 |
| Progress-Aware Online Action Segmentation for Egocentric Procedural Task Videos | ✓ Link | 28.7 | 24.4 | 17.5 | 29.2 | 34.8 | ProTAS(Offline) | 2024-01-01 |