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Reasoning failure prediction research benchmarks · SOTA2 Research

Reasoning failure prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CodeLingua (L3)

thought-tree-based classifier

76Accuracy

2

Apr 21, 2026

CodeLingua (L2)

thought-tree-based classifier

75Accuracy

2

Apr 21, 2026

CodeLingua (L1)

thought-tree-based classifier

73Accuracy

2

Apr 21, 2026

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