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Mathematical Reasoning research benchmarks – Page 87 · SOTA2 Research

Mathematical Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

78.3Accuracy

11

Apr 21, 2026

8.67ECE

11

Mar 5, 2026

7.26ECE

11

Mar 5, 2026

0.061ECE

11

Mar 5, 2026

6.66ECE

11

Mar 5, 2026

LiveMathBench 202505

32.17Accuracy

11

Mar 4, 2026

QUESTA-Nemotron-1.5B

69.48PASS@1

11

Apr 1, 2026

OlympiadBench v1 (test)

55Accuracy (avg@1)

11

Mar 4, 2026

AMC 2023 (test)

93.8Accuracy (avg@32)

11

Jun 4, 2026

MATH 500-sample (test)

89.2Accuracy (avg@1)

11

Mar 4, 2026

GSM8K, GSM-Sym, Sym-p1/p2, MATH-500, and GSM-Plus Average (test)

64.39Average Accuracy

11

Feb 26, 2026

AIME 2025 (val)

62.7Accuracy

11

Jun 9, 2026

Qwen3-Next-80B-A3B

81.67Accuracy

11

Apr 21, 2026

Minerva Math (test)

pass@8 (Upper Bound)

55.5Best-of-8 Accuracy

11

May 12, 2026

94.49Accuracy

11

Feb 26, 2026

Math Domain In-Domain

91MATH500

11

Feb 26, 2026

93.6Average Score (avg@1)

11

Feb 26, 2026

63.3Avg@8

11

Feb 26, 2026

53.8Avg@8 Score

11

Feb 26, 2026

Adaptive-Answer

80AUCOAA

11

Feb 26, 2026

Format-Adaptive-Answer

81.8AUCOAA

11

Feb 26, 2026

Normalized-Length

91.9AUCOAA

11

Feb 26, 2026

DeepSeek-R1-1.5B

25.6Accuracy

11

Feb 26, 2026

DeepSeek-R1-1.5B

29.2Accuracy

11

Feb 26, 2026

DeepSeek-R1-1.5B

80.6Accuracy

11

Feb 26, 2026

Page 87 of 152

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AIME MATH GSM8K AMC OlympiadBench

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