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Reasoning failure prediction on CodeLingua (L2)

75Accuracythought-tree-based classifier
67.7269.6171.573.39Apr 18, 2026

Evaluation results

MethodLinks
thought-tree-based classifierTarget Reasoning Model=R1, Evaluation Protocol=Generalization from L1 training2026.0475
thought-tree-based classifierTarget Reasoning Model=QwQ, Evaluation Protocol=Generalization from L1 training2026.0468