Natural Language Queries on Ego4D
Metric: R@5 IoU=0.5 (higher is better)
Metric: R@5 IoU=0.5 (higher is better)
| # | Model↕ | R@5 IoU=0.5▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DeCafNet-100% | 33.93 | No | DeCafNet: Delegate and Conquer for Efficient Tem... | 2025-05-22 | Code |
| 2 | DeCafNet-50% | 31.68 | No | DeCafNet: Delegate and Conquer for Efficient Tem... | 2025-05-22 | Code |
| 3 | EgoVideo | 31.37 | Yes | EgoVideo: Exploring Egocentric Foundation Model ... | 2024-06-26 | Code |
| 4 | DeCafNet-50% (no NaQ) | 28.27 | No | DeCafNet: Delegate and Conquer for Efficient Tem... | 2025-05-22 | Code |
| 5 | RGNet | 25.08 | No | RGNet: A Unified Clip Retrieval and Grounding Ne... | 2023-12-11 | Code |
| 6 | UniMD+Sync. | 19.16 | No | UniMD: Towards Unifying Moment Retrieval and Tem... | 2024-04-07 | Code |
| 7 | EgoVLPv2 | 16.11 | No | EgoVLPv2: Egocentric Video-Language Pre-training... | 2023-07-11 | Code |
| 8 | InternVideo | 16.1 | No | InternVideo-Ego4D: A Pack of Champion Solutions ... | 2022-11-17 | Code |
| 9 | EgoVLP | 11.29 | No | Egocentric Video-Language Pretraining | 2022-06-03 | Code |
| 10 | ReLER@ZJU-Alibaba | 9.94 | No | ReLER@ZJU-Alibaba Submission to the Ego4D Natura... | 2022-07-01 | Code |