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Papers Benchmarks Datasets Tasks

Code Understanding research benchmarks · SOTA2 Research

Code Understanding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

69.3Pass@1

30

Jun 24, 2026

53.52Exact Match (EM)

28

May 19, 2026

RepoQA and CodeQueries zero-shot

65.6Accuracy

12

May 11, 2026

MLE-Bench AI4Code

83.56Score

2

May 27, 2026

Popular datasets

CRUX MLE-Bench RepoQA and CodeQueries CodeMMLU

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