| Paper | Code | mAP | ModelName | ReleaseDate |
|---|---|---|---|---|
| Saliency-Guided DETR for Moment Retrieval and Highlight Detection | ✓ Link | 78.0 | SG-DETR (w/ PT) | 2024-10-02 |
| Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection | ✓ Link | 77.4 | UVCOM | 2023-11-28 |
| Saliency-Guided DETR for Moment Retrieval and Highlight Detection | ✓ Link | 76.7 | SG-DETR | 2024-10-02 |
| Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding | ✓ Link | 75.9 | CG-DETR | 2023-11-15 |
| FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding | ✓ Link | 75.4 | FlashVTG | 2024-12-18 |
| Prior Knowledge Integration via LLM Encoding and Pseudo Event Regulation for Video Moment Retrieval | ✓ Link | 75.3 | LLMEPET | 2024-07-21 |
| UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection | ✓ Link | 74.9 | UMT | 2022-03-23 |