Short-Term Anticipation on Ego4D-STA v1 (test)
34.06mAP (N)STAformer++ & AFF (learned)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| STAformer++ & AFF (learned)Training Data Version=v1, Affordance Type=learned2026.02 | 34.06 | 15.94 | 10.1 | 5.24 | |
| STAformer++Training Data Version=v12026.02 | 33.78 | 14.28 | 10.14 | 4.97 | |
| STAformer & AFF (fixed)Training Data Version=v1, Affordance Type=fixed2026.02 | 26.52 | 13.15 | 7.78 | 4.06 | |
| TransfusionTraining Data Version=v12026.02 | 24.69 | 9.97 | 7.33 | 3.44 | |
| InternVideoTraining Data Version=v12026.02 | 24.6 | 9.18 | 7.64 | 3.4 | |
| STAformerTraining Data Version=v12026.02 | 24.39 | 12.49 | 7.54 | 4.03 | |
| FRCNN+SF.Training Data Version=v12026.02 | 20.45 | 6.78 | 6.17 | 2.45 | |
| FRCNN+Feat.Training Data Version=v12026.02 | 20.45 | 4.81 | 4.4 | 1.31 | |
| StillFastTraining Data Version=v12026.02 | 19.51 | 9.95 | 6.45 | 3.49 |