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Mathematical Reasoning on MATH (Pass@1 Accuracy)

80Pass@1 AccuracyGPT-4
7.92826.63945.3564.061Apr 27, 2026

Evaluation results

MethodLinks
GPT-4Zero-shot=true2026.0480
IRISBackbone=Qwen2.5, Zero-shot=true2026.0464.6
Qwen2.5 BaseZero-shot=true2026.0455.4
DeepSeek-MathZero-shot=true2026.0436.2
IRISBackbone=WizMath, Zero-shot=true2026.0429.5
MetaMathZero-shot=true2026.0419.8
WizMath BaseZero-shot=true2026.0410.7