| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| VQA v2 | DeepSeek-VL | Accuracy88.1 | 1,165 | 2d ago | |
| TextVQA | Qwen2.5-VL-7B | Accuracy85.4 | 1,117 | 2d ago | |
| VizWiz | Qwen-VL | Accuracy78.8 | 1,043 | 2d ago | |
| GQA | Accuracy81.9 | 963 | 3d ago | ||
| VQA v2 (test-dev) | PaLI-X | Overall Accuracy86 | 664 | 2d ago | |
| VQA v2 (test-std) | PaLI-X | Accuracy86.1 | 466 | 2d ago | |
| GQA | Contrastive Attention | Accuracy71.6 | 374 | 2d ago | |
| VQA 2.0 (test-dev) | Molmo-72B | Accuracy86.5 | 337 | 3d ago | |
| TextVQA (val) | CogVLM-Chat | VQA Score7,040 | 309 | 2d ago | |
| OK-VQA (test) | MATA | Accuracy76.5 | 296 | 3d ago | |
| OKVQA | Cont-Squeeze (128 -> 1) | Top-1 Accuracy75.29 | 283 | 2d ago | |
| ChartQA | QAT | Accuracy89.8 | 239 | 2d ago | |
| OK-VQA | VPD (55B) | Accuracy84.7 | 224 | 2d ago | |
| ScienceQA | Cont-Squeeze (128 -> 1) | Accuracy98.18 | 210 | 2d ago | |
| GQA (test-dev) | CFR | Accuracy72.1 | 178 | 2d ago | |
| VQAv2 | SEA-PRIME | Accuracy83.1 | 177 | 2d ago | |
| A-OKVQA | Cont-Squeeze (128 -> 1) | Acc92.68 | 175 | 2d ago | |
| AI2D | Accuracy87.3 | 174 | 2d ago | ||
| VQA (test-dev) | BLIPCapFilt-L | Acc (All)78.25 | 147 | 2d ago | |
| VQA 2.0 (val) | SimVLMhuge | Accuracy (Overall)76.5 | 143 | 3d ago | |
| VQA v2 (test) | Lyrics | Accuracy86.1 | 131 | 2d ago | |
| TextVQA (test) | SMoLA-PaLI-XFT | Accuracy81.1 | 124 | 2d ago | |
| GQA (test) | Accuracy89.3 | 119 | 3d ago | ||
| VQA (test-std) | CoCa | Accuracy84 | 110 | 2d ago | |
| VQA-CP v2 (test) | Overall Accuracy61.91 | 109 | 2d ago |
