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ResearchFormerly WizWand

Code Generation on LiveCodeBench V6 (Response Length)

11,073Response Length (Tokens)DeepSeek-R1-Distill
2,291.244,571.126,8519,130.88Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
DeepSeek-R1-DistillModel Scale=1.5B, Base Model=Qwen2.5-Math2026.0611,073
DeepSeek-R1-DistillModel Scale=7B, Base Model=Qwen2.5-Math2026.0610,407
AdaptThinkModel Scale=7B, Base Model=Qwen2.5-Math2026.068,911
AdaCoTModel Scale=7B, Base Model=Qwen2.5-Math2026.068,153
AdaptThinkModel Scale=1.5B, Base Model=Qwen2.5-Math2026.066,689
S-GRPOModel Scale=7B, Base Model=Qwen2.5-Math2026.066,534
AdaCoTModel Scale=1.5B, Base Model=Qwen2.5-Math2026.066,455
S-GRPOModel Scale=1.5B, Base Model=Qwen2.5-Math2026.065,293
LHRMsModel Scale=1.5B, Base Model=Qwen2.5-Math2026.064,716
LHRMsModel Scale=7B, Base Model=Qwen2.5-Math2026.064,294
SuCoModel Scale=7B, Base Model=Qwen2.5-Math2026.062,809
SuCoModel Scale=1.5B, Base Model=Qwen2.5-Math2026.062,629