| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ChartQA | Socratic-Geo | Accuracy91.2 | 127 | 1mo ago | |
| ChartQA (test) | Accuracy90.8 | 92 | 1mo ago | ||
| CharXiv | Reasoning Score60.2 | 44 | 12d ago | ||
| ChartQA 1.0 (test) | Avg Relaxed Accuracy90.8 | 33 | 1mo ago | ||
| ChartQA | DeepEyesV2 | Score88.4 | 23 | 11d ago | |
| ChartQA | MiMo-VL-RL | ChartQA Score91.7 | 19 | 1mo ago | |
| AI2D | AI2D Score0.947 | 18 | 1mo ago | ||
| ChartBench | NQA59.62 | 16 | 12d ago | ||
| ReachQA | Reasoning Score51.7 | 16 | 12d ago | ||
| ChartXiv RQ | Gemini2.0-Flash | Accuracy61.2 | 16 | 1mo ago | |
| ChartX | ChartSpec + 4k | GPT Score3.52 | 15 | 1mo ago | |
| PaperQA | MM-Eureka-Qwen-7B | Accuracy73.7 | 10 | 1mo ago | |
| FunctionQA | VisionZero-Qwen-7B (Chart) | Accuracy85.5 | 10 | 1mo ago | |
| CU | GPT-4V | Accuracy84 | 9 | 1mo ago | |
| PixMo | Accuracy57.71 | 7 | 12d ago | ||
| CharXiv descriptive | Gemini 2.5 Pro | Score92.6 | 6 | 1mo ago | |
| CharXiv Data Queries | Step-GUI-8B | Score86.3 | 6 | 1mo ago | |
| SEED-Bench 2 Plus | Qwen2.5-VL | Accuracy0.724 | 4 | 1mo ago | |
| CharXiv Desc | Qwen2.5-VL-7B-Instruct + GRPO + KAWHI | Accuracy72.2 | 3 | 18d ago | |
| ChartQA | Relaxed Score83.56 | 3 | 1mo ago | ||
| ChartQA avg (test) | - | Avg Relaxed Accuracy- | 0 | 1mo ago |
