Chart Understanding and Reasoning on ChartQAPro
51.9ScoreBiPS-Chart-7B
Evaluation results
| Method | Links | |
|---|---|---|
| BiPS-Chart-7BData=13K2025.12 | 51.9 | |
| BiPS-General-7BData=13K+39K2025.12 | 51.8 | |
| GRPOData=13K + 39K2025.12 | 50.2 | |
| Chart-R1-7BData=258K2025.12 | 44 | |
| Vision-R1-7BData=73K + 137K2025.12 | 39.6 | |
| DeepEyes-7BData=14K + 33K2025.12 | 38.1 | |
| GPT-4oData=-2025.12 | 37.7 | |
| InternVL3-8BData=-2025.12 | 36.9 | |
| Qwen2.5-VL-7BData=-2025.12 | 36.6 | |
| R1-OneVision-7BData=67K + 98K2025.12 | 36.1 | |
| TinyChart-3BData=1.3M2025.12 | 13.3 | |
| ChartGemma-3BData=163K2025.12 | 6.8 |