| Paper | Code | mAP | ModelName | ReleaseDate |
|---|---|---|---|---|
| FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding | ✓ Link | 88 | FlashVTG | 2024-12-18 |
| Saliency-Guided DETR for Moment Retrieval and Highlight Detection | ✓ Link | 87.1 | SG-DETR | 2024-10-02 |
| Correlation-Guided Query-Dependency Calibration for Video Temporal Grounding | ✓ Link | 86.8 | CG-DETR | 2023-11-15 |
| Query-Dependent Video Representation for Moment Retrieval and Highlight Detection | ✓ Link | 86.6 | QD-DETR | 2023-03-24 |
| Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection | ✓ Link | 86.3 | UVCOM (train from scratch) | 2023-11-28 |
| Query-Dependent Video Representation for Moment Retrieval and Highlight Detection | ✓ Link | 85.0 | QD-DETR (only Video) | 2023-03-24 |
| UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight Detection | ✓ Link | 83.1 | UMT | 2022-03-23 |