Unweaving on EPIC-KITCHENS activity-story (test)
70.1RI (2)UnweaveNet
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UnweaveNetSupervision=SS+AS2021.12 | 70.1 | 84.1 | 71.3 | 75.1 | 85.2 | 71.9 | 74.3 | 77.5 | 0.5 | 0.7 | 0.3 | 0.5 | |
| UnweaveNetSupervision=SS2021.12 | 68.6 | 63.8 | 74.8 | 69.1 | 78.3 | 53.1 | 61.9 | 66.5 | 1.5 | 2.4 | 2 | 2 | |
| EGO-TOPOSupervision=Action boundaries2021.12 | 66.2 | 83.9 | 64.9 | 71.7 | — | — | — | — | 0.6 | 0.7 | 1.6 | 0.9 | |
| Online ClusteringSupervision=Self-supervised2021.12 | 60.4 | 66.8 | 64.3 | 64 | 92.4 | 60.5 | 47.5 | 63.7 | 1 | 0.9 | 0.3 | 0.7 | |
| PredictAbilitySupervision=Self-supervised2021.12 | 58.8 | 47.2 | 73.5 | 59.9 | 54.6 | 44.4 | 39.3 | 46.1 | 1.2 | 0.5 | 0.5 | 0.8 | |
| UnweaveNetSupervision=AS2021.12 | 58.4 | 81.8 | 60.9 | 67 | 83 | 51.3 | 37.6 | 57.3 | 0.6 | 0.5 | -0.1 | 0.3 | |
| Single thread2021.12 | 52.4 | — | 35.3 | 62.6 | — | 41.9 | 26.5 | 56.2 | 0 | -1 | -2 | -1 | |
| Chance*2021.12 | 48.4 | 18.9 | 60.5 | 42.6 | 50 | 36 | 26.7 | 37.6 | 3.7 | 3 | 3.8 | 3.5 |