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Papers Benchmarks Datasets Tasks

Code Correctness Prediction research benchmarks · SOTA2 Research

Code Correctness Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.705AUROC

60

May 28, 2026

0.231Brier Score

60

May 28, 2026

LiveCodeBench Python

86.7AUROC

60

May 28, 2026

0.075ECE

60

May 28, 2026

LiveCodeBench Python

0.067Brier Score

60

May 28, 2026

Popular datasets

MultiPL-E LiveCodeBench

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