QVHighlights
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Moment Retrieval | QVHighlights (test) | R@1 (IoU=0.5)78.52 | 223 | |
| Highlight Detection | QVHighlights (test) | HIT@171.01 | 167 | |
| Video Grounding | QVHighlights (test) | mAP (IoU=0.5)74.11 | 64 | |
| Moment Retrieval | QVHighlights (val) | R@1 (IoU=0.5)78.13 | 61 | |
| Highlight Detection | QVHighlights (val) | HIT@188.4 | 45 | |
| Video Temporal Grounding | QVHighlights (val) | mAP (Avg)52.84 | 37 | |
| Video Highlight Detection | QVHighlights | mAP0.453 | 32 | |
| Video Temporal Grounding | QVHighlights | R1@0.582.9 | 23 | |
| Video Temporal Grounding | QVHighlights TimeLens | R1@0.384.1 | 20 | |
| Moment Retrieval | QVHighlights v1 (test) | R1@0.576.59 | 19 | |
| Video Temporal Grounding | QVHighlights TimeLens-Bench (test) | R1@0.384.1 | 17 | |
| Temporal language grounding | QVHighlights (test) | mAP (Avg)40.67 | 17 | |
| Temporal Video Grounding | QVHighlights TimeLens (test) | Recall @ IoU=0.384.1 | 17 | |
| Video Highlight Detection | QVHighlights | R1@0.580.1 | 15 | |
| Video Temporal Grounding | QVHighlights (test) | R1@0.566.7 | 12 | |
| Highlight Detection | QVHighlights v1 (test) | mAP40.33 | 11 | |
| Video Temporal Grounding | QVHighlights zero-shot transfer | mAP (zero-shot)29.7 | 8 | |
| Static temporal grounding | QVHighlights (test) | mAP53.7 | 8 | |
| Video Moment Retrieval | QVHighlights 1.0 (val) | R@1 (IoU=0.5)78.84 | 7 | |
| Temporal Grounding | QVHighlights | Score66.4 | 6 | |
| Moment Retrieval | QVHighlights | R@1 (IoU=0.5)70.5 | 5 | |
| Video Temporal Grounding | QVHighlights original (test) | R@0.378.4 | 5 | |
| Video Temporal Grounding | QVHighlights TimeLens refined (test) | R1@0.378.2 | 5 |
Showing 23 of 23 rows