| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| PMC-VQA (test) | GPT-4-Oracle | Accuracy89.3 | 50 | 3d ago | |
| EarthVLSet | EarthVLNet (ours) | OA81.06 | 21 | 3d ago | |
| Visual7W (test) | CTIwBoxes | Accuracy (MC)72.3 | 13 | 3d ago | |
| VQA (test-dev) | Ensemble of 7 Att. models | Accuracy (All)70.2 | 10 | 3d ago | |
| AOKVQA | BLIP-2 ViT-G + LSKD | Accuracy (MC)68.9 | 6 | 3d ago | |
| CT-RATE (test) | MedVL-SAM2 | Accuracy89.741 | 2 | 3d ago | |
| A-OKVQA MC (val) | SMoLA-PaLI-X_FT (Specialist) | Accuracy88.2 | 2 | 3d ago |
