Action Segmentation on YouTube Instructions (test)
45.4F1 Score (%)DLCL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DLCLVideo-based Hungarian matching=true, Background frames=included2021.04 | 45.4 | — | |
| LSTM+ALSupervision=Unsupervised, Matching Strategy=Per video Hungarian matching2021.04 | 39.7 | — | |
| LSTM-ALVideo-based Hungarian matching=true, Background frames=included2021.04 | 39.7 | — | |
| TOT+TCLTemporal Contrastive Learning (TCL)=true2023.05 | 32.9 | 45.3 | |
| UFSA2023.05 | 32.4 | 49.6 | |
| ASALSupervision=Unsupervised, Matching Strategy=Hungarian matching over all videos2021.04 | 32.1 | 44.9 | |
| ASAL2023.05 | 32.1 | 44.9 | |
| TOT2023.05 | 30 | 40.6 | |
| VTE-UNETSupervision=Unsupervised, Matching Strategy=Hungarian matching over all videos2021.04 | 29.9 | — | |
| VTE2023.05 | 29.9 | — | |
| UDE2023.05 | 29.6 | 43.8 | |
| CTESupervision=Unsupervised, Matching Strategy=Hungarian matching over all videos2021.04 | 28.3 | 39 | |
| CTE2023.05 | 28.3 | 39 | |
| MallowSupervision=Unsupervised, Matching Strategy=Hungarian matching over all videos2021.04 | 27 | 27.8 | |
| Mallow2023.05 | 27 | 27.8 | |
| Frank-WolfeSupervision=Unsupervised, Matching Strategy=Hungarian matching over all videos2021.04 | 24.4 | — | |
| Frank-Wolfe2023.05 | 24.4 | — |