Metric: R@1 IoU=0.3 (higher is better)
| # | Model↕ | R@1 IoU=0.3▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EgoVideo | 28.05 | Yes | EgoVideo: Exploring Egocentric Foundation Model ... | 2024-06-26 | Code |
| 2 | DeCafNet-100% | 22.21 | No | DeCafNet: Delegate and Conquer for Efficient Tem... | 2025-05-22 | Code |
| 3 | DeCafNet-50% | 20.81 | No | DeCafNet: Delegate and Conquer for Efficient Tem... | 2025-05-22 | Code |
| 4 | RGNet | 20.63 | No | RGNet: A Unified Clip Retrieval and Grounding Ne... | 2023-12-11 | Code |
| 5 | DeCafNet-50% (no NaQ) | 18.1 | No | DeCafNet: Delegate and Conquer for Efficient Tem... | 2025-05-22 | Code |
| 6 | InternVideo | 16.45 | No | InternVideo-Ego4D: A Pack of Champion Solutions ... | 2022-11-17 | Code |
| 7 | UniMD+Sync. | 14.16 | No | UniMD: Towards Unifying Moment Retrieval and Tem... | 2024-04-07 | Code |
| 8 | EgoVLPv2 | 12.95 | No | EgoVLPv2: Egocentric Video-Language Pre-training... | 2023-07-11 | Code |
| 9 | ReLER@ZJU-Alibaba | 12.89 | No | ReLER@ZJU-Alibaba Submission to the Ego4D Natura... | 2022-07-01 | Code |
| 10 | EgoVLP | 10.46 | No | Egocentric Video-Language Pretraining | 2022-06-03 | Code |