| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VizWiz | Mordal | Kendall's Tau0.882 | 5 | 1mo ago | |
| GQA | Mordal | Kendall τ0.814 | 5 | 1mo ago | |
| EndoVis18 VQA standard (test) | Object Tokens (Ours) | BLEU-454.8 | 5 | 1mo ago | |
| EndoVis18 | VLM+SAM3 | mIoU79.67 | 4 | 1mo ago | |
| VizWiz | Top-1 Accuracy46.9 | 3 | 1mo ago | ||
| GQA | Top-1 Score66.4 | 3 | 1mo ago |
