Action Segmentation on YouTube Instructions
63.3F1ASOT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ASOTEvaluation Protocol=Per Video2024.04 | 63.3 | 71.2 | 47.8 | |
| ABDEvaluation Protocol=Per Video2024.04 | 49.2 | 67.2 | — | |
| TWFEvaluation Protocol=Per Video2024.04 | 48.2 | 56.7 | — | |
| PEOT2026.07 | 37.4 | 55.4 | 22.9 | |
| CLOT2026.07 | 36.7 | 54.4 | 23.4 | |
| VASOT2026.07 | 35.7 | 53.2 | 25.2 | |
| ASOTEvaluation Protocol=Full2024.04 | 35.1 | 52.9 | 24.7 | |
| HVQ2026.07 | 35.1 | 50.3 | — | |
| TOT+Evaluation Protocol=Full2024.04 | 32.9 | 45.3 | — | |
| TOT+2026.07 | 32.9 | 45.3 | — | |
| UFSA (T)Evaluation Protocol=Full2024.04 | 32.4 | 49.6 | — | |
| UFSA2026.07 | 32.4 | 49.6 | — | |
| ASALEvaluation Protocol=Full2024.04 | 32.1 | 44.9 | — | |
| ASAL2026.07 | 32.1 | 44.9 | — | |
| ASOT2026.07 | 32.1 | 52.9 | 24.7 | |
| UFSA (M)Evaluation Protocol=Full2024.04 | 30.5 | 43.2 | — | |
| TOTEvaluation Protocol=Full2024.04 | 30 | 40.6 | — | |
| TOT2026.07 | 30 | 40.6 | — | |
| VTEEvaluation Protocol=Full2024.04 | 29.9 | — | — | |
| VTE2026.07 | 29.9 | — | — | |
| UDEEvaluation Protocol=Full2024.04 | 29.6 | 43.8 | — | |
| UDE2026.07 | 29.6 | 43.8 | — | |
| CTEEvaluation Protocol=Full, Implementation=Reported2024.04 | 28.3 | 39 | — | |
| Continuous Temporal EmbeddingSupervision=Unsupervised, Background ratio=75%, Exclude background frames=true2019.04 | 28.3 | 39 | — | |
| CTE2026.07 | 28.3 | 39 | — | |
| CTEEvaluation Protocol=Full, Implementation=Reproduced2024.04 | 28 | 35.9 | 9.9 | |
| MallowSupervision=Unsupervised, Background ratio=75%, Exclude background frames=true2019.04 | 27 | 27.8 | — | |
| Frank-WolfeSupervision=Unsupervised, Background ratio=75%, Exclude background frames=true2019.04 | 24.4 | — | — |