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Multimodal Mathematical Reasoning on LogicVista
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75.2
Accuracy
Gemini-2.5-Pro-Thinking
39.32
48.635
57.95
67.265
Dec 19, 2025
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Gemini-2.5-Pro-Thinking
Access Type=Closed-Source
2025.12
75.2
Seed-1.5-thinking
Access Type=Closed-Source
2025.12
71.8
Claude-4-Sonnet
Access Type=Closed-Source
2025.12
64.4
GPT-4.1
Access Type=Closed-Source
2025.12
63.8
Revisual-R1
Access Type=Open-Sourc...
2025.12
52.3
VAPO-Thinker
Access Type=Open-Sourc...
2025.12
50.9
MMR1-Math-v0
Access Type=Open-Sourc...
2025.12
50.8
Vision-G1
Access Type=Open-Sourc...
2025.12
50.2
Ours
Access Type=Open-Sourc...
2025.12
49.9
VLAA-Thinking
Access Type=Open-Sourc...
2025.12
48.5
MM-Eureka
Access Type=Open-Sourc...
2025.12
46.8
Qwen2.5-VL
Access Type=Open-Sourc...
2025.12
45
VL-Rethinker
Access Type=Open-Sourc...
2025.12
44.5
OpenVLThinker
Access Type=Open-Sourc...
2025.12
41.4
ThinkLite-VL
Access Type=Open-Sourc...
2025.12
40.7
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