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AQUA dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

AQUA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Algebraic Word Problems

AQuA

83.67Source Library Accuracy

5

Mathematical Reasoning

AQUA

94.4Answer Selection Rate (ASR)

4

Arithmetic Reasoning

AQuA-50 (pilot)

88Accuracy

3

Mathematical Reasoning

AQuA

93.42Mean Accuracy

3

Algebraic Reasoning

AQUA

22.7PPL

3

CoT Soundness Evaluation

AQuA

90CSR

3

CoT Naturalness

AQuA

21.34PPL

3

Arithmetic Reasoning

AQUA

33.5Accuracy (format-specific prompt)

2

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Popular tasks

Mathematical Reasoning Arithmetic Reasoning Algebraic Reasoning Algebraic Word Problems Multiple-choice Question Answering

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