Unsupervised Temporal Action Segmentation on Breakfast
66.3MOFCLOT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CLOT2026.04 | 66.3 | 55.9 | — | — | — | — | — | 37.1 | |
| ABD2026.04 | 64 | 52.3 | — | — | — | — | — | — | |
| ASOT2026.04 | 63.3 | 53.5 | — | — | — | — | — | 35.9 | |
| TW-FINCH2026.04 | 62.7 | 49.8 | — | — | — | — | — | 42.3 | |
| Deep kernel video approximationInitialization strategy=default2026.04 | 61.5 | 49.8 | — | — | — | — | — | 42.3 | |
| Deep kernel video approximationInitialization strategy=uniform init2026.04 | 57.9 | 47.5 | — | — | — | — | — | 39.5 | |
| ASOTFeatures=IDT2024.12 | 56.1 | 38.3 | 40.1 | 94.9 | 36.7 | — | — | — | |
| HVQFeatures=IDT2024.12 | 54.4 | 39.7 | 44.9 | 82.5 | 35.6 | — | — | — | |
| ASALFeatures=I3D2024.12 | 52.5 | 37.9 | — | — | — | — | — | — | |
| UFSAFeatures=I3D2024.12 | 52.1 | 38 | — | — | — | — | — | — | |
| JVTFeatures=IDT2024.12 | 48.1 | — | — | — | — | — | — | — | |
| TOTFeatures=IDT2024.12 | 47.5 | 31 | 26.3 | 90.2 | 37.7 | — | — | — | |
| UDE+Features=IDT2024.12 | 47.4 | 31.9 | — | — | — | — | — | — | |
| CTEFeatures=IDT2024.12 | 41.8 | 26.4 | 27 | 87.4 | 25.8 | — | — | — | |
| TOT+TCLFeatures=IDT2024.12 | 39 | 30.3 | 36 | 85.6 | 26.2 | — | — | — | |
| MallowFeatures=IDT2024.12 | 34.6 | — | — | — | — | — | — | — | |
| ABD2025.11 | — | — | — | — | — | 54.5 | 33.33 | — | |
| LAPS2025.11 | — | — | — | — | — | 58.82 | 36.72 | — | |
| OTAS2025.11 | — | — | — | — | — | 62.13 | 39.49 | — |