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ResearchFormerly WizWand

Mathematical Reasoning on MATH 500 (Wall-clock time)

0.98Wall-clock Time (s)CGES-RM
0.84961.72982.613.4902Nov 4, 2025
Updated 4mo ago

Evaluation results

MethodLinks
CGES-RMBudget (B)=16, LLM batch size=12025.110.98
CGES-DeepConf (B10)Budget (B)=16, LLM batch size=1, DeepConf setting=B102025.111.3
DSCBudget (B)=16, LLM batch size=12025.111.32
CGES-LNS (geom)Budget (B)=16, LLM batch size=12025.111.5
CGES-DeepConf (tail)Budget (B)=16, LLM batch size=1, DeepConf setting=tail2025.111.59
CGES-LNS (arith)Budget (B)=16, LLM batch size=12025.111.6
CGES-MARSBudget (B)=16, LLM batch size=12025.111.76
ASC-βBudget (B)=16, LLM batch size=12025.111.96
ESCBudget (B)=16, LLM batch size=1, window size w=42025.112.05
ASC-DirBudget (B)=16, LLM batch size=12025.112.07
ESCBudget (B)=16, LLM batch size=1, window size w=82025.113.03
SCBudget (B)=16, LLM batch size=12025.114.24