MathVista miniMultimodal

MathVista (mini), introduced by UCLA and Microsoft in 2023, is a comprehensive visual-mathematics reasoning benchmark. Its 6,141 questions combine mathematical reasoning with visual context across charts, geometry, function plots, and related settings.

Ranking Sources

#ModelScore

1

Qwen3.5-397B-A17BAlibaba

90.3%

2

Gemini 3 ProGoogle

87.9%

3

Qwen3.6-27BAlibaba

87.4%

4

Qwen3.6-35B-A3BAlibaba

86.4%

5

Qwen3.5-35B-A3BAlibaba

86.2%

6

GPT-5.2OpenAI

83.1%

7

Claude Opus 4.5Anthropic

80.0%

8

Claude Sonnet 4.5Anthropic

79.8%

9

GPT-4.1 miniOpenAI

73.1%

10

GPT-4.5OpenAI

72.3%

15 models total

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