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Mathematical Problem Solving on MathVista GPS (N=208)

97.6Top-1 AccuracyDraw2Think CT
52.56864.25975.9587.641May 20, 2026

Evaluation results

MethodLinks
Draw2Think CTBackbone=gemini-3-flash-preview, Execution Environment=executable environment2026.0597.6
Draw2Think BLBackbone=gemini-3-flash-preview, Execution Environment=direct VLM2026.0597.1
MathCanvasBackbone=bagel-7b, Protocol=Fine-tuned, Mechanism=SFT2026.0579.3
GeoGen-SFTBackbone=qwen2.5-vl-7b, Protocol=Fine-tuned, Mechanism=SFT2026.0574
SocraticGeoBackbone=qwen2.5-vl-7b, Protocol=Fine-tuned, Mechanism=GRPO2026.0563.6
Qwen2.5-VL-7BProtocol=Zero-shot2026.0554.3