| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CrossTask (test) | Video-Mined Task Graphs | Accuracy28.9 | 18 | 3mo ago | |
| COIN (test) | Video-Mined Task Graphs | Accuracy16.9 | 18 | 3mo ago | |
| CrossTask | Ours | Accuracy64.5 | 17 | 3mo ago | |
| COIN | Ours | Accuracy57.2 | 14 | 3mo ago | |
| EPFL | ViewBridge | Top-1 Accuracy19.24 | 6 | 16d ago | |
| Ego-Exo4D | ViewBridge | Top-1 Accuracy24.07 | 6 | 16d ago | |
| LEMMA | ViewBridge | Top-1 Accuracy27.86 | 4 | 16d ago | |
| Ego-Exo4D | CamFormer* | Recall Accuracy32.37 | 4 | 2mo ago |