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ResearchFormerly WizWand

Mathematical Reasoning on BRUMO 2025 (Accuracy)

93.3AccuracyMajority
31.62847.63963.6579.661Oct 8, 2025Nov 15, 2025Dec 23, 2025Jan 30, 2026Mar 9, 2026Apr 16, 2026May 24, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MajorityModel=DeepSeek-R1-8B2026.0593.3
DC-MeanModel=DeepSeek-R1-8B2026.0593.3
DC-TailModel=DeepSeek-R1-8B2026.0593.3
D-CDG (α = 1)Model=DeepSeek-R1-8B2026.0593.3
D-CDG (β = 0)Model=DeepSeek-R1-8B2026.0593.3
CDG (ours)Model=DeepSeek-R1-8B2026.0593.3
CDG (ours)Model=QwQ-32B2026.0590
DC-TailModel=QwQ-32B2026.0586.7
D-CDG (α = 1)Model=QwQ-32B2026.0586.7
DC-MeanModel=gpt-oss-20B2026.0583.3
DC-TailModel=gpt-oss-20B2026.0583.3
D-CDG (α = 1)Model=gpt-oss-20B2026.0583.3
D-CDG (β = 0)Model=gpt-oss-20B2026.0583.3
CDG (ours)Model=gpt-oss-20B2026.0583.3
MajorityModel=gpt-oss-20B2026.0580
MajorityModel=QwQ-32B2026.0580
DC-MeanModel=QwQ-32B2026.0580
D-CDG (β = 0)Model=QwQ-32B2026.0580
Pass@1Model=DeepSeek-R1-8B2026.0579.7
Pass@1Model=QwQ-32B2026.0576.8
Self-Cert.Backbone Model=Qwen3-8B2025.1071
Loc. uniBackbone Model=Qwen3-8B2025.1070
Mean Acc.Backbone Model=Qwen3-8B2025.1068
Glob. uniBackbone Model=Qwen3-8B2025.1068
Pass@1Model=gpt-oss-20B2026.0564.8
Glob. non-uniBackbone Model=DS-R1-Distill-Qwen-7B2025.1064
Low Ent.Backbone Model=Qwen3-8B2025.1064
High Conf.Backbone Model=Qwen3-8B2025.1063
Loc. non-uniBackbone Model=Qwen3-8B2025.1063
Glob. non-uniBackbone Model=Qwen3-8B2025.1061
Low Ent.Backbone Model=DS-R1-Distill-Qwen-7B2025.1056
Loc. uniBackbone Model=DS-R1-Distill-Qwen-7B2025.1056
Mean Acc.Backbone Model=DS-R1-Distill-Qwen-7B2025.1054
Self-Cert.Backbone Model=DS-R1-Distill-Qwen-7B2025.1052
High Conf.Backbone Model=DS-R1-Distill-Qwen-7B2025.1052
DC-TailModel=Gemma-3-27B2026.0546.7
D-CDG (α = 1)Model=Gemma-3-27B2026.0546.7
CDG (ours)Model=Gemma-3-27B2026.0546.7
Glob. uniBackbone Model=DS-R1-Distill-Qwen-7B2025.1044
Loc. uniBackbone Model=DS-R1-Distill-Llama-8B2025.1044
D-CDG (β = 0)Model=Gemma-3-27B2026.0543.3
Mean Acc.Backbone Model=DS-R1-Distill-Llama-8B2025.1040
Glob. uniBackbone Model=DS-R1-Distill-Llama-8B2025.1040
MajorityModel=Gemma-3-27B2026.0540
DC-MeanModel=Gemma-3-27B2026.0540
Loc. non-uniBackbone Model=DS-R1-Distill-Qwen-7B2025.1039
Low Ent.Backbone Model=DS-R1-Distill-Llama-8B2025.1037
High Conf.Backbone Model=DS-R1-Distill-Llama-8B2025.1036
Loc. non-uniBackbone Model=DS-R1-Distill-Llama-8B2025.1036
Glob. non-uniBackbone Model=DS-R1-Distill-Llama-8B2025.1036
Pass@1Model=Gemma-3-27B2026.0535.9
Self-Cert.Backbone Model=DS-R1-Distill-Llama-8B2025.1034