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Math Problem Solving on AIME 2025 (test)

30AccuracySelfBudgeter
3.417610.318817.2224.1212May 16, 2025

Evaluation results

MethodLinks
SelfBudgeterModel Scale=7B2025.053012,241.84
DeepSeek-R1-Distill-QwenModel Scale=7B2025.0528.8922,158.79
DeepSeek-R1-Distill-QwenModel Scale=1.5B2025.0522.2214,444.03
E1-Math-1.5BTruncation Budget=4K, 1K2025.0521.115,578.13
SelfBudgeterModel Scale=1.5B2025.0521.114,288.1
L1-MaxSpecified Limit=3600 tokens2025.0517.885,213.89
Eurus-2-7B-PRIMEModel Scale=7B2025.0515.561,254.52
Qwen-2.5-7B-Simple-RLModel Scale=7B2025.056.671,429.94
E1-Math-1.5BTruncation Budget=0.5K, 1K2025.054.443,008.44