| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ChartQA | Qwen3-VL-8B-Masters | Accuracy95.9 | 404 | 1mo ago | |
| ChartQA (test) | GenRecal | Accuracy95.3 | 196 | 1mo ago | |
| ChartQA | MetaForge | Accuracy90.49 | 165 | 18d ago | |
| ChartQA | MiMoVL 7B-RL | Score94.4 | 48 | 1mo ago | |
| ChartQA | Accuracy83 | 37 | 29d ago | ||
| CharXiv | Reasoning Score76.4 | 33 | 1mo ago | ||
| ChartQA | Overall Accuracy (OA)94.7 | 28 | 24d ago | ||
| ChartQA | ChartQA Score88.12 | 28 | 1mo ago | ||
| ChartQA augmented | ChartAgent | Accuracy95.91 | 26 | 1mo ago | |
| ChartQAPRO | Overall Accuracy66.8 | 25 | 3mo ago | ||
| ChartQA (val) | GT+GPT-4 | Relaxed Acc (avg.)77.8 | 25 | 4mo ago | |
| ChartVQA | GPT-4V | Accuracy78.5 | 23 | 4mo ago | |
| ChartQA | ResAdapt-RL | Score86.6 | 21 | 3mo ago | |
| ChartQA | ReLope | AUC87.95 | 21 | 4mo ago | |
| PolyChartQA MLM-generated questions | Accuracy86.94 | 18 | 3mo ago | ||
| ChartQA Human-authored | L-Accuracy69.36 | 18 | 3mo ago | ||
| CCBench | InternVL3.5-38B | Accuracy77.96 | 16 | 2mo ago | |
| ChartX | CHARTOOL-7B | QA Score62.33 | 16 | 3mo ago | |
| ChartQAPro 67% held-out (test) | COGS | Factoid Accuracy46.88 | 16 | 4mo ago | |
| ChartQA Average | ChartAgent | Accuracy89.61 | 16 | 4mo ago | |
| ChartMuseum | Overall Accuracy (OA)73.2 | 15 | 1mo ago | ||
| chart-QA Internal curated | ChartAgent | Accuracy85.19 | 12 | 1mo ago | |
| CDCC v1 (test) | ChartCynics | Accuracy79.09 | 11 | 3mo ago | |
| MC v1 (test) | ChartCynics | Accuracy74.43 | 11 | 3mo ago | |
| ChartMuseum | Vero Q3T-8B | Score51.2 | 10 | 3mo ago |
