DiagEvo: Diagnosis-Guided Self-Evolution via Hierarchical Error Memory

Benchmark Model Rank Results
arithmetic-reasoning-on-gsm8kDiagEvo (Qwen3-8B, 235B-A22B diagnostician)–Accuracy: 94.1
mathematical-reasoning-on-minerva-mathDiagEvo (Qwen3-8B, 235B-A22B diagnostician)–Accuracy: 64.8
mathematical-reasoning-on-olympiadbenchDiagEvo (Qwen3-8B, 235B-A22B diagnostician)–Accuracy: 53.8
multi-task-language-understanding-on-mmlu-proDiagEvo (Qwen3-8B, 235B-A22B diagnostician)–Accuracy: 63.1
multiple-choice-question-answering-mcqa-on-gpqa-diamondDiagEvo (Qwen3-8B, 235B-A22B diagnostician)–Accuracy: 47.5