| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CharXiv | Socratic-Geo | Accuracy74.2 | 12 | 3mo ago | |
| CharXiv Reasoning Questions | Qwen-8B-DeltaThinker | Accuracy60.52 | 8 | 16d ago | |
| CHARXIV reasoning | HierVA | Accuracy (All)64.2 | 7 | 27d ago | |
| CharXiv Reasoning Queries | Qwen3-VL-30B A3B-Instruct | Score48.9 | 6 | 3mo ago | |
| CharXiv Rea | Qwen2.5-VL-7B-Instruct + GRPO + KAWHI | Accuracy46.4 | 3 | 2mo ago | |
| ChartMinic | Socratic-Geo | Accuracy45.3 | 2 | 3mo ago |
