Metric: R@1,IoU=0.7 (higher is better)
| # | Model↕ | R@1,IoU=0.7▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SG-DETR (w/ PT) | 33.9 | Yes | Saliency-Guided DETR for Moment Retrieval and Hi... | 2024-10-02 | Code |
| 2 | SG-DETR | 29.9 | No | Saliency-Guided DETR for Moment Retrieval and Hi... | 2024-10-02 | Code |
| 3 | BAM-DETR | 26.77 | No | BAM-DETR: Boundary-Aligned Moment Detection Tran... | 2023-11-30 | Code |
| 4 | LD-DETR | 26.24 | No | LD-DETR: Loop Decoder DEtection TRansformer for ... | 2025-01-18 | Code |
| 5 | FlashVTG | 24.74 | No | FlashVTG: Feature Layering and Adaptive Score Ha... | 2024-12-18 | Code |
| 6 | UVCOM | 23.32 | No | Bridging the Gap: A Unified Video Comprehension ... | 2023-11-28 | Code |
| 7 | LLMEPET | 22.78 | No | Prior Knowledge Integration via LLM Encoding and... | 2024-07-21 | Code |
| 8 | CG-DETR | 22.23 | No | Correlation-Guided Query-Dependency Calibration ... | 2023-11-15 | Code |
| 9 | UniVTG | 21.07 | No | UniVTG: Towards Unified Video-Language Temporal ... | 2023-07-31 | Code |