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Visual Mathematical Reasoning research benchmarks – Page 2 · SOTA2 Research

Visual Mathematical Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DRL-trained M_d_dft (7B)

75.4Accuracy

14

Jun 30, 2026

MathVerse mini Vision Only

48.6Avg@3 Score

14

Feb 26, 2026

70.5Pass@1

13

Feb 26, 2026

FlowVerse (test)

37.8CoT Error (All)

13

Feb 26, 2026

Gemini-2.0-Flash

43.6BoN@8 Accuracy

12

Mar 18, 2026

73.8Accuracy

12

Feb 26, 2026

79Score

10

Mar 20, 2026

Qwen2.5-VL-3B-Instruct + VEPO

58.86Accuracy

9

Jun 4, 2026

73.9Score

9

May 19, 2026

Qwen3-VL-32B-Instruct

64.2Accuracy

9

Mar 5, 2026

MathVerse (test)

Qwen3-VL-8B-Instruct + DUPL

68.1Accuracy

6

Jun 16, 2026

79Accuracy

4

Apr 15, 2026

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