| highlight-detection-on-tvsum | UVCOM (train from scratch) | #5 | mAP: 86.3 |
| highlight-detection-on-youtube-highlights | UVCOM | #2 | mAP: 77.4 |
| moment-retrieval-on-charades-sta | UVCOM | #14 | R@1 IoU=0.5: 59.25R@1 IoU=0.7: 36.64 |
| moment-retrieval-on-qvhighlights | UVCOM (w/ PT ASR Captions) | #16 | mAP: 43.8R@1 IoU=0.5: 64.53R@1 IoU=0.7: 48.31mAP@0.5: 64.78… |
| moment-retrieval-on-qvhighlights | UVCOM | #18 | mAP: 43.18R@1 IoU=0.5: 63.55R@1 IoU=0.7: 47.47mAP@0.5: 63.37… |
| natural-language-moment-retrieval-on-tacos | UVCOM | #13 | R@1,IoU=0.5: 36.39R@1,IoU=0.7: 23.32 |