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ResearchFormerly WizWand

Math Reasoning on MATH500 (Accuracy and Delta %)

85AccuracyED-GRPO
42.77653.73864.775.662May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ED-GRPOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=true2026.058510.4
ETOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=true2026.0584.810.2
DAPOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=true2026.0584.810.2
ED-iDPOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=true2026.0584.610
CoTBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=true2026.0584.49.8
GRPOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=true2026.0583.89.2
ED-GRPOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=false2026.0577.63
ED-iDPOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=false2026.05772.4
GRPOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=false2026.0576.21.6
DAPOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=false2026.0575.81.2
ETOBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=false2026.0575.40.8
CoTBase Model=Qwen2.5-7B-Instruct-SFT, Self-Consistency=false2026.0574.6—
ED-iDPOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=true2026.056216.4
ETOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=true2026.0561.616
ED-GRPOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=true2026.0561.415.8
GRPOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=true2026.0557.211.6
CoTBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=true2026.055711.4
DAPOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=true2026.0554.48.8
ED-GRPOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=false2026.0549.23.6
ED-iDPOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=false2026.05471.4
ETOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=false2026.05460.4
CoTBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=false2026.0545.6—
GRPOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=false2026.0545.4-0.2
DAPOBase Model=LLaMA3.1-8B-Instruct-SFT, Self-Consistency=false2026.0544.4-1.2