Metric: F1@50% (higher is better)
| # | Model↕ | F1@50%▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ASQuery | 29.4 | No | - | - | Code |
| 2 | LTContext | 22.6 | No | How Much Temporal Long-Term Context is Needed fo... | 2023-08-22 | Code |
| 3 | ASFormer | 21.4 | No | ASFormer: Transformer for Action Segmentation | 2021-10-16 | Code |
| 4 | C2F-TCN | 21.3 | No | Coarse to Fine Multi-Resolution Temporal Convolu... | 2021-05-23 | Code |
| 5 | UVAST | 20.8 | No | Unified Fully and Timestamp Supervised Temporal ... | 2022-09-01 | Code |
| 6 | MS-TCN++ | 20.6 | No | MS-TCN++: Multi-Stage Temporal Convolutional Net... | 2020-06-16 | Code |
| 7 | ProTAS(Offline) | 17.5 | No | - | - | Code |