Temporal Action Localization (Noun) on EPIC-Kitchens 100 (val)
32.4mAP@0.1AdaTAD
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| AdaTADE2E=true, Backbone=VideoMAE-L2023.11 | 32.4 | 31.6 | 30.1 | 27.4 | 24.6 | 29.3 | |
| ActionFormerE2E=false, Backbone=VideoMAE-L2023.11 | 31.3 | 29.7 | 27.2 | 25.3 | 21.3 | 26.9 | |
| TriDetE2E=false, Backbone=SlowFast-R502023.11 | 27.4 | 26.3 | 24.6 | 22.2 | 18.3 | 23.8 | |
| ASLFeature=SlowFast2023.05 | 26 | — | 23.4 | — | 17.7 | 22.6 | |
| ASLE2E=false, Backbone=SlowFast-R502023.11 | 26 | — | 23.4 | — | 17.7 | 22.6 | |
| ActionFormerFeatures=SlowFast2022.02 | 25.2 | 24.1 | 22.7 | 20.5 | 17 | 21.9 | |
| ActionformerFeature=SlowFast2023.05 | 25.2 | — | 22.7 | — | 17 | 21.9 | |
| ActionFormerE2E=false, Backbone=SlowFast-R502023.11 | 25.2 | 24.1 | 22.7 | 20.5 | 17 | 21.9 | |
| AdaTADE2E=true, Backbone=SlowFast-R502023.11 | 24.5 | 23.6 | 22.3 | 20 | 16.5 | 21.4 | |
| AGT2021.01 | 11.63 | 9.33 | 7.05 | 6.57 | 3.89 | — | |
| G-TADFeatures=SlowFast2022.02 | 11 | 10 | 8.6 | 7 | 5.4 | 8.4 | |
| G-TADFeature=SlowFast2023.05 | 11 | — | 8.6 | — | 5.4 | 8.4 | |
| G-TADE2E=false, Backbone=SlowFast-R502023.11 | 11 | 10 | 8.6 | 7 | 5.4 | 8.4 | |
| Damen et al.2021.01 | 10.71 | 8.73 | 6.75 | 5.05 | 3.35 | — | |
| BMNFeatures=SlowFast2022.02 | 10.3 | 8.3 | 6.2 | 4.5 | 3.4 | 6.5 | |
| BMNFeature=SlowFast2023.05 | 10.3 | — | 6.2 | — | 3.4 | 6.5 | |
| BMNE2E=false, Backbone=SlowFast-R502023.11 | 10.3 | 8.3 | 6.2 | 4.5 | 3.4 | 6.5 |