Action Localization on BABEL (test)
53.9mAP@tIoU (Subset-1)RVTCLR + Ours
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RVTCLR + OursPretraining=RVTCLR + Ours, Setting=40%2025.12 | 53.9 | 57.7 | 45.2 | 52.2 | |
| RVTCLR + OursPretraining=RVTCLR + Ours, Setting=30%2025.12 | 53.5 | 56.2 | 44.2 | 51.3 | |
| RVTCLRPretraining=RVTCLR, Setting=30%2025.12 | 53 | 56 | 42.3 | 50.4 | |
| RVTCLRPretraining=RVTCLR, Setting=40%2025.12 | 52.4 | 56.2 | 42.4 | 50.3 | |
| RVTCLR + OursPretraining=RVTCLR + Ours, Setting=20%2025.12 | 52.1 | 51.5 | 42.5 | 48.7 | |
| RVTCLRPretraining=RVTCLR, Setting=20%2025.12 | 51.9 | 50.9 | 40.3 | 47.7 | |
| RVTCLR + OursPretraining=RVTCLR + Ours, Setting=10%2025.12 | 51 | 45.4 | 38.4 | 44.9 | |
| RVTCLRPretraining=RVTCLR, Setting=10%2025.12 | 49.8 | 45.9 | 38.7 | 44.8 | |
| Random Init.Pretraining=None, Setting=Full2025.12 | 47.3 | 50.8 | 39.2 | 45.8 | |
| RVTCLR + OursPretraining=RVTCLR + Ours, Setting=Weak2025.12 | 46.8 | 44.2 | 36.8 | 42.6 | |
| RVTCLRPretraining=RVTCLR, Setting=Weak2025.12 | 44 | 42.5 | 38.7 | 41.7 | |
| Random Init.Pretraining=None, Setting=Weak2025.12 | 34.2 | 40.2 | 27.5 | 34 |