Metric: mAP (higher is better)
| # | Model↕ | mAP▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FlashVTG | 88 | No | FlashVTG: Feature Layering and Adaptive Score Ha... | 2024-12-18 | Code |
| 2 | SG-DETR | 87.1 | No | Saliency-Guided DETR for Moment Retrieval and Hi... | 2024-10-02 | Code |
| 3 | CG-DETR | 86.8 | No | Correlation-Guided Query-Dependency Calibration ... | 2023-11-15 | Code |
| 4 | QD-DETR | 86.6 | No | Query-Dependent Video Representation for Moment ... | 2023-03-24 | Code |
| 5 | UVCOM (train from scratch) | 86.3 | No | Bridging the Gap: A Unified Video Comprehension ... | 2023-11-28 | Code |
| 6 | QD-DETR (only Video) | 85 | No | Query-Dependent Video Representation for Moment ... | 2023-03-24 | Code |
| 7 | UMT | 83.1 | No | UMT: Unified Multi-modal Transformers for Joint ... | 2022-03-23 | Code |