Geometric Reasoning on Geometry3K

69.1Accuracy@1

VL-Cogito-7B + LEAD

Updated 16d ago

Evaluation Results

Method	Links
VL-Cogito-7B + LEAD 2026.03		69.1
VL-Rethinker-7B + LEAD 2026.03		68.9
VL-Cogito-7B 2026.03		68.7
Vision-R1-7B + LEAD 2026.03		68.3
VL-Rethinker-7B 2026.03		67.7
Vision-R1-7B 2026.03		67
R1-Onevision-7B + LEAD 2026.03		61.2
R1-Onevision-7B 2026.03		57.9
NoisyRollout-7B 2026.04		51.98
Qwen2.5-VL-7B + PGPO 2026.04		45.2
Qwen2.5-VL-7B + VPPO 2026.04		44.38
Qwen2.5-VL-7B + PAPO 2026.04		43.97
VisuoThink 2025.04		43.8
VisualSketchpad + Equation Solver 2025.04		41.7
Qwen2.5-VL-7B + DAPO 2026.04		41.47
R1-ShareVL-7B 2026.04		41.2
VL-Rethinker-7B 2026.04		40.7
MM-Eureka-7B 2026.04		40.3
VisualSketchpad 2025.04		39.6
CoT 2025.04		37.5
VisuoThink w/o rollout search 2025.04		37.5
Qwen2.5-VL-7B 2026.04		37.29
Qwen2.5-VL-3B + PGPO 2026.04		36.11
Qwen2.5-VL-3B + VPPO 2026.04		35.36
Qwen2.5-VL-3B + PAPO 2026.04		35.11
Qwen2.5-VL-3B + DAPO 2026.04		33.8
VisuoThink 2025.04		33.3
Qwen2.5-VL-3B + GRPO 2026.04		32.19
Qwen2.5-VL-7B + GRPO 2026.04		30.91
GeoSketch-Qwen2.5VL-7B 2025.09		28.79
VisuoThink w/o rollout search 2025.04		27.1
VisualSketchpad + Equation Solver 2025.04		25
VisuoThink 2025.04		25
VisualSketchPad 2025.04		22.9
GeoSketch-Qwen2.5VL-7B 2025.09		22.46
CoT 2025.04		20.8
VisuoThink w/o rollout search 2025.04		20.8
Qwen2.5-VL-3B 2026.04		19.65
Qwen2.5VL-7B 2025.09		19.3
CoT 2025.04		18.8
VisualSketchpad 2025.04		17
VisualSketchpad + Equation Solver 2025.04		14.9