| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text Segmentation | YTSEG (test) | Precision52.77 | 15 | |
| Video Segmentation | YTSeg 10–<30 min duration (test) | F1 Score51.4 | 5 | |
| Video Segmentation | YTSeg <10 min duration (test) | F1 Score50.01 | 5 | |
| Video Segmentation | YTSeg 30–<60 min duration (test) | F1 Score21.89 | 4 | |
| Video Segmentation | YTSeg ≥60 min duration (test) | F1 Score15.17 | 3 |