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Mathematical Visual Question Answering on MathVerse Vision-Only (testmini)
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91
Top-1 Accuracy
Draw2Think CT
42.224
54.887
67.55
80.213
May 20, 2026
Top-1 Accuracy
Updated 13d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Draw2Think CT
Backbone=gemini-3-flas...
2026.05
91
Draw2Think BL
Backbone=gemini-3-flas...
2026.05
87.5
Human expert
Note=10 college students
2026.05
66.7
AVAR
Backbone=qwen2.5-vl-7b...
2026.05
50.4
NeSyGeo
Backbone=qwen2.5-vl-7b...
2026.05
46.7
SocraticGeo
Backbone=qwen2.5-vl-7b...
2026.05
45.1
Qwen2.5-VL-7B
Protocol=Zero-shot
2026.05
44.1
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