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ResearchFormerly WizWand

Mathematical Reasoning on AMC 23 (Avg@4 accuracy)

68.13Avg@4 AccuracyReQueR
3.774820.482437.1953.8976Apr 28, 2026
Updated 6mo ago

Evaluation results

MethodLinks
ReQueRModel=Qwen3-8B, Temperature=0.62026.0468.13
CoTModel=Qwen3-8B, Temperature=0.62026.0465.31
ReQueRModel=Qwen2.5-72B-Instruct, Temperature=0.62026.0462.5
CoTModel=Qwen2.5-72B-Instruct, Temperature=0.62026.0461.88
ReQueRModel=Llama-3.1-70B-Instruct, Temperature=0.62026.0453.75
CoTModel=Llama-3.1-70B-Instruct, Temperature=0.62026.0450.31
ReQueRModel=Qwen3-1.7B, Temperature=0.62026.0443.13
CoTModel=Qwen3-1.7B, Temperature=0.62026.0441.25
ReQueRModel=Llama-3.1-8B-Instruct, Temperature=0.62026.0430.94
CoTModel=Llama-3.1-8B-Instruct, Temperature=0.62026.0425.94
ReQueRModel=Qwen3-0.6B, Temperature=0.62026.0423.75
ReQueRModel=Llama-3.2-3B-Instruct, Temperature=0.62026.0422.19
CoTModel=Llama-3.2-3B-Instruct, Temperature=0.62026.0419.69
CoTModel=Qwen3-0.6B, Temperature=0.62026.0418.44
ReQueRModel=Mixtral-8x7B-Instruct, Temperature=0.62026.0418.12
CoTModel=Mixtral-8x7B-Instruct, Temperature=0.62026.049.69
ReQueRModel=DS-MoE-16B-Chat, Temperature=0.62026.047.19
CoTModel=DS-MoE-16B-Chat, Temperature=0.62026.046.25