Highlight Detection
https://youtu.be/pJ0auP7dbcY?si=vSiZevfJ57YUKC2q
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | QD-DETR (only Video w/ PT) | Hit@1 | 61.91 | — | Unverified |
| 2 | HL-CLIP | mAP | 41.94 | — | Unverified |
| 3 | NumPro | mAP | 40.54 | — | Unverified |
| 4 | UMT (w. PT) | mAP | 39.12 | — | Unverified |
| 5 | QD-DETR | mAP | 39.04 | — | Unverified |
| 6 | UniVTG | mAP | 38.2 | — | Unverified |
| 7 | UMT | mAP | 38.18 | — | Unverified |
| 8 | Moment-DETR w/ PT | mAP | 37.43 | — | Unverified |
| 9 | VideoChat-T (FT) | mAP | 27 | — | Unverified |
| 10 | VideoChat-T (ZS) | mAP | 26.5 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | FlashVTG | mAP | 88 | — | Unverified |
| 2 | SG-DETR | mAP | 87.1 | — | Unverified |
| 3 | CG-DETR | mAP | 86.8 | — | Unverified |
| 4 | QD-DETR | mAP | 86.6 | — | Unverified |
| 5 | UVCOM (train from scratch) | mAP | 86.3 | — | Unverified |
| 6 | QD-DETR (only Video) | mAP | 85 | — | Unverified |
| 7 | UMT | mAP | 83.1 | — | Unverified |