| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| iEEG clinical dataset Background | AAD-LLM | Avg Score (G, P, T)92.3 | 14 | 4mo ago | |
| iEEG clinical dataset Foreground | Qwen2-Audio | AVG(G, P, T)91.7 | 14 | 4mo ago | |
| EndoVis18 VQA standard (test) | Object Tokens (Ours) | GPT-4 Score81.2 | 5 | 1mo ago | |
| EndoVis18 | VLM+SAM3 | GPT-4 Score81.2 | 4 | 1mo ago |