Temporal Action Localization on Epic-Kitchens 100 Verb Task
34AP @ IoU=0.1ActionVLM-L-3B
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ActionVLM-L-3BVision=VideoMAEv1-L, E2E=true2026.01 | 34 | 33.3 | 31.4 | 28.8 | 24.8 | 30.5 | |
| AdaTADVision=VideoMAEv1-L, E2E=true2026.01 | 33.1 | 32.2 | 30.4 | 27.5 | 23.1 | 29.3 | |
| ActionFormerVision=VideoMAEv1-L, E2E=false2026.01 | 32.7 | 31.6 | 29.1 | 26.7 | 23.6 | 28.7 | |
| ActionFormerVision=SlowFast, E2E=false2026.01 | 27.7 | 26.8 | 25.6 | 24.4 | 20.5 | 24.9 |