Temporal Action Detection on ActivityNet C 1.3 (test)
38.47Clean mAPActionFormer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ActionFormerFeature=VideoMAEv2, End-to-end training=false2024.03 | 38.47 | 33.93 | 88.19 | |
| TriDetFeature=TSP, End-to-end training=false2024.03 | 36.66 | 15.18 | 41.41 | |
| ActionFormerFeature=TSP, End-to-end training=false2024.03 | 36.5 | 27.79 | 76.12 | |
| AFSD + OursFeature=I3D, End-to-end training=true, Augmentation=FrameDrop augmentation, Loss=Temporal-Robust Consistency (TRC) loss2024.03 | 32.86 | 30.78 | 93.68 | |
| AFSDFeature=I3D, End-to-end training=true2024.03 | 32.49 | 29.56 | 90.98 | |
| VSGNFeature=I3D, End-to-end training=false2024.03 | 31.85 | 30.08 | 94.44 |