Action Segmentation on Breakfast 14
70.2MoFSSTDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSTDASupervision=Fully Sup., Training on Target=true2021.03 | 70.2 | — | |
| MS-TCNSupervision=Fully Sup., Training on Target=true2021.03 | 66.3 | — | |
| TW-FINCHSupervision=Unsup., Training on Target=false, K setting=ground truth per video2021.03 | 63.8 | 44.1 | |
| TW-FINCHSupervision=Unsup., Training on Target=false2021.03 | 62.7 | 42.3 | |
| RNN+HMMSupervision=Fully Sup., Training on Target=true2021.03 | 61.3 | — | |
| HTK+DTF w. PCASupervision=Fully Sup., Training on Target=true2021.03 | 56.3 | 9.8 | |
| VTE-UNETSupervision=Unsup., Training on Target=true2021.03 | 52.2 | — | |
| TCFPNSupervision=Fully Sup., Training on Target=true2021.03 | 52 | — | |
| FINCHSupervision=Unsup. Baselines, Training on Target=false2021.03 | 51.9 | 28.3 | |
| GMM+CNNSupervision=Fully Sup., Training on Target=true2021.03 | 50.7 | 36.1 | |
| CDFLSupervision=Weakly Sup., Training on Target=true2021.03 | 50.2 | 33.7 | |
| MuConSupervision=Weakly Sup., Training on Target=true2021.03 | 49.7 | — | |
| D3TWSupervision=Weakly Sup., Training on Target=true2021.03 | 45.7 | — | |
| NN-Vit.Supervision=Weakly Sup., Training on Target=true2021.03 | 43 | — | |
| LSTM+ALSupervision=Unsup., Training on Target=true2021.03 | 42.9 | — | |
| KmeansSupervision=Unsup. Baselines, Training on Target=false2021.03 | 42.7 | 23.5 | |
| CTESupervision=Unsup., Training on Target=true, Hungarian matching=computed over all videos of an activity together2021.03 | 41.8 | — | |
| TCFPNSupervision=Weakly Sup., Training on Target=true2021.03 | 38.4 | 24.2 | |
| RNN+HMMSupervision=Weakly Sup., Training on Target=true2021.03 | 35.7 | — | |
| Equal SplitSupervision=Unsup. Baselines, Training on Target=false2021.03 | 34.8 | 21.9 | |
| MallowSupervision=Unsup., Training on Target=true, Hungarian matching=computed over all videos of an activity together2021.03 | 34.6 | — | |
| RNN-FCSupervision=Weakly Sup., Training on Target=true2021.03 | 33.3 | — | |
| SCTSupervision=Weakly Sup., Training on Target=true2021.03 | 30.4 | — | |
| HOGHOF+HTKSupervision=Fully Sup., Training on Target=true2021.03 | 28.8 | — | |
| GMM+CNNSupervision=Weakly Sup., Training on Target=true2021.03 | 28.2 | 12.9 | |
| ECTCSupervision=Weakly Sup., Training on Target=true2021.03 | 27.7 | — |