Natural Language Queries on Ego4D
Metric: R@1 Mean(0.3 and 0.5) (higher is better)
Metric: R@1 Mean(0.3 and 0.5) (higher is better)
| # | Model↕ | R@1 Mean(0.3 and 0.5)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | EgoVideo | 23.68 | Yes | EgoVideo: Exploring Egocentric Foundation Model ... | 2024-06-26 | Code |
| 2 | DeCafNet-100% | 18.86 | No | DeCafNet: Delegate and Conquer for Efficient Tem... | 2025-05-22 | Code |
| 3 | DeCafNet-50% | 17.93 | No | DeCafNet: Delegate and Conquer for Efficient Tem... | 2025-05-22 | Code |
| 4 | RGNet | 16.55 | No | RGNet: A Unified Clip Retrieval and Grounding Ne... | 2023-12-11 | Code |
| 5 | DeCafNet-50% (no NaQ) | 15.32 | No | DeCafNet: Delegate and Conquer for Efficient Tem... | 2025-05-22 | Code |
| 6 | InternVideo | 13.26 | No | InternVideo-Ego4D: A Pack of Champion Solutions ... | 2022-11-17 | Code |
| 7 | UniMD+Sync. | 12.11 | No | UniMD: Towards Unifying Moment Retrieval and Tem... | 2024-04-07 | Code |
| 8 | ReLER@ZJU-Alibaba | 10.52 | No | ReLER@ZJU-Alibaba Submission to the Ego4D Natura... | 2022-07-01 | Code |
| 9 | EgoVLP | 8.35 | No | Egocentric Video-Language Pretraining | 2022-06-03 | Code |