| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VideoDetailCaption (VideoDC) (test) | DyCoke | Test Score3.35 | 17 | 4d ago | |
| SVU-31K 1.0 (test) | MedScope | CI4 | 11 | 4d ago | |
| SVU-31K Full Video Description 1.0 (test) | MedScope | CI4.76 | 11 | 4d ago | |
| DREAM-1K Overall 1.0 (test) | Tarsier2-7B | F1 Score40.1 | 11 | 4d ago | |
| DREAM-1K Stock 1.0 (test) | GPT-4o | F1 Score44 | 11 | 4d ago | |
| DREAM-1K Shorts 1.0 (test) | Tarsier2-7B | F1 Score40.9 | 11 | 4d ago | |
| DREAM-1K YouTube 1.0 (test) | Tarsier-34B | F1 Score34.5 | 11 | 4d ago | |
| DREAM-1K Animation 1.0 (test) | Tarsier2-7B | F137.1 | 11 | 4d ago | |
| DREAM-1K Live-action 1.0 (test) | Tarsier2-7B | F1 Score43.8 | 11 | 4d ago | |
| MVBench | SpecVLM | Average Accepted Length4.2 | 5 | 4d ago | |
| Dream1k 1.0 (test) | LLaVA-Video | Animation27.6 | 5 | 4d ago | |
| TACoS multilevel 48 | LSTM Decoder | BLEU-428.8 | 5 | 4d ago | |
| DREAM-1K (300 randomly sampled videos) | Tarsier-34B | Tarsier Wins Rate0.717 | 4 | 4d ago | |
| DREAM-1K (test) | VideoBrain | Precision (%)38.7 | 2 | 4d ago |
