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Mathematical Reasoning research benchmarks – Page 84 · SOTA2 Research

Mathematical Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LuckyStar 111B 4-bit

96Pass@1

12

Jul 1, 2026

Mathematical Reasoning (MATH500, AIME25, OlympiadBench, AMC23) 2023/2025 (test)

86.2MATH Score

12

Feb 26, 2026

96Pass@32

12

Feb 26, 2026

93Pass@32

12

Feb 26, 2026

Qwen3-30B-A3B-Thinking-2507

90.31Accuracy

12

May 13, 2026

80Accuracy

12

Apr 21, 2026

GSM8K 128 samples

96.2Top-1 Accuracy

12

Mar 31, 2026

OlympiadBench OE_TO_maths_en_COMP

Qwen3-235B-A22B

74.04Accuracy

12

Feb 26, 2026

92.5Pass@1

12

Feb 26, 2026

45.1Pass@1

12

Feb 26, 2026

Bn-MSVAMP (test)

82.3Accuracy

12

Feb 26, 2026

89.2Accuracy

12

Feb 26, 2026

74.69Accuracy

12

Feb 26, 2026

IMO-AnswerBench

83.3Pass@1

12

Mar 20, 2026

62.8Pass@1

12

Feb 26, 2026

Qwen3-4B-Instruct-2507

64Pass@1

12

Feb 26, 2026

56Accuracy

12

Mar 4, 2026

Average GSM8K, MATH500, AMC23, AIME25

72.5Accuracy

12

Feb 26, 2026

31.1Accuracy

12

Feb 26, 2026

83.2Accuracy

12

Feb 26, 2026

MGSM average (test)

Language Steering

84.8Accuracy

12

Feb 26, 2026

63Pass@1

12

Feb 26, 2026

92.5Pass@1

12

Feb 26, 2026

22Avg Score @16

12

Feb 26, 2026

85.8AUC (%)

12

Feb 26, 2026

Page 84 of 152

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AIME MATH GSM8K AMC OlympiadBench

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