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Omni-MATH dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Omni-MATH

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Difficulty Correlation with LLM Performance

Omni-Math

0.91Pearson PCC

4

Reasoning Episode Classification

Omni-MATH Non-Reasoning episodes (human-annotated gold set)

89.34Accuracy

4

Mathematical Problem Solving

Omni-MATH

13ECE

3

Mathematical Reasoning

Omni-MATH

35.4Accuracy (Best-of-64)

3

Difficulty Correlation with Human Labels

Omni-Math n=1876

0.82Pearson Correlation

2

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Popular tasks

Mathematical Reasoning Mathematical Problem Solving Next-token reasoning Data Contamination Detection Reasoning Episode Classification

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