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Mathematical Reasoning on AIME 25 (Correction Uplift %)

27.59Correction UpliftROSA
-1.10366.345713.79521.2443Sep 27, 2025

Evaluation results

MethodLinks
ROSAModel=Qwen3-8B2025.0927.59
ROSAModel=Qwen2.5-7B-Instruct2025.0920.69
ROSAModel=Qwen3-0.6B2025.0916.67
ROSAModel=DeepSeek-R1-Distill-Llama-8B2025.0913.79
BaselineModel=Qwen3-8B2025.097.41
ROSAModel=Qwen2.5-0.5B-Instruct2025.096.67
BaselineModel=Qwen3-0.6B2025.093.57
BaselineModel=Qwen2.5-7B-Instruct2025.093.57
BaselineModel=DeepSeek-R1-Distill-Llama-8B2025.093.57
BaselineModel=Qwen2.5-0.5B-Instruct2025.090