Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SG-DETR (w/ PT) | 78 | Yes | Saliency-Guided DETR for Moment Retrieval and Hi... | 2024-10-02 | Code |
| 2 | UVCOM | 77.4 | No | Bridging the Gap: A Unified Video Comprehension ... | 2023-11-28 | Code |
| 3 | SG-DETR | 76.7 | No | Saliency-Guided DETR for Moment Retrieval and Hi... | 2024-10-02 | Code |
| 4 | CG-DETR | 75.9 | No | Correlation-Guided Query-Dependency Calibration ... | 2023-11-15 | Code |
| 5 | FlashVTG | 75.4 | No | FlashVTG: Feature Layering and Adaptive Score Ha... | 2024-12-18 | Code |
| 6 | LLMEPET | 75.3 | No | Prior Knowledge Integration via LLM Encoding and... | 2024-07-21 | Code |
| 7 | UMT | 74.9 | No | UMT: Unified Multi-modal Transformers for Joint ... | 2022-03-23 | Code |