| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| OmniVideoBench | VideoLLaMA2-7B | Avg Latency29.2 | 23 | 15d ago | |
| AV-Odyssey | Qwen2.5-Omni + AVATAR | Score32.1 | 10 | 2mo ago | |
| AV-Counting | Qwen2.5-Omni + AVATAR | Primary Score23.1 | 10 | 2mo ago | |
| OmniBench | Qwen2.5-Omni + AVATAR | Score49.1 | 10 | 2mo ago | |
| AVSD (test) | Qwen2.5-Omni | Accuracy62.8 | 9 | 3mo ago | |
| MU-AVQA (test) | JavisGPT | Accuracy82.1 | 9 | 3mo ago |