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ResearchFormerly WizWand

Cross-domain LLM Evaluation on MMLU, GSM8K, MultiArith, SVAMP, AQuA, and HumanEval

90.32Average ScoreRADAR
84.568886.061987.55589.0481May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
RADARAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0590.32
ARG-DesignerAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0588.57
MaASAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0588.5
G-DesignerAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0588.23
AFlowAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0588.22
AgentPruneAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0588.22
DyLANAutonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=52026.0587.61
LLM-DebateAutonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=52026.0587.46
GTDAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0587.42
SC (COT×5)Autonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=12026.0587.28
AgentSquareAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0587.26
GPTSwarmAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0587.17
LLM-BlenderAutonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=52026.0586.84
AgentVerseAutonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=52026.0586.82
MultiPersonaAutonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=52026.0586.21
AutoAgentsAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0586.05
VanillaAutonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=12026.0585.92
ComplexCoTAutonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=12026.0585.69
CoTAutonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=12026.0585.55
MacNetAutonomous Topology=false, Base LLM=gpt-4o-mini, Number of Agents=52026.0585.55
ADASAutonomous Topology=true, Base LLM=gpt-4o-mini, Number of Agents=52026.0584.79