| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Dense video captioning | LongVALE | F156.4 | 9 | |
| Video-to-audio generation | LongVale | FD (VGG)3.23 | 8 | |
| Omni-modal segment captioning | LongVALE 1.0 (test) | ROUGE-L0.224 | 8 | |
| Omni-modal dense video captioning | LongVALE 1.0 (test) | SODA_c2.8 | 8 | |
| Omni-modal temporal video grounding | LongVALE 1.0 (test) | R@0.315.7 | 8 | |
| Segment Captioning | LongVALE | BLEU-48.7 | 6 | |
| Temporal Video Grounding | LongVALE | mIoU45.7 | 6 | |
| Audio-visual temporal grounding | LongVALE | IoU39.1 | 3 |