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Reasoning failure prediction on CodeLingua (L3)

76Accuracythought-tree-based classifier
64.5667.5370.573.47Apr 18, 2026

Evaluation results

MethodLinks
thought-tree-based classifierTarget Reasoning Model=R1, Evaluation Protocol=Generalization from L1 training2026.0476
thought-tree-based classifierTarget Reasoning Model=QwQ, Evaluation Protocol=Generalization from L1 training2026.0465