| Paper | Code | mAP Avg IoU=0.1:0.5 | R@1 IoU=0.5 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| InternVideo-Ego4D: A Pack of Champion Solutions to Ego4D Challenges | ✓ Link | 23.29 | 40.36 | ActionFormer + VideoMAE-L (InternVideo-Ego4D) | 2022-11-17 |
| Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge | 21.4 | 38.73 | ActionFormer (SlowFast+Omnivore+EgoVLP) | 2022-11-16 | |
| EgoVLPv2: Egocentric Video-Language Pre-training with Fusion in the Backbone | ✓ Link | 12.23 | 31.08 | VSGN + EgoVLPv2 features | 2023-07-11 |
| Egocentric Video-Language Pretraining | ✓ Link | 11.39 | 30.14 | VSGN + EgoVLP features | 2022-06-03 |
| Ego4D: Around the World in 3,000 Hours of Egocentric Video | ✓ Link | 6.03 | 25.16 | VSGN (SlowFast features) | 2021-10-13 |