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ResearchFormerly WizWand

Open-ended optimization on circle_packing 26

2.6359ScoreCodex
2.6300762.6315882.63312.634612May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CodexCategory=Agent-Based Evolution, Model=GPT-5.42026.052.635930.82
HyperAgentsCategory=Procedure-Based Evolution, Model=Claude-Opus-4.72026.052.6359329.5
HyperAgentsCategory=Procedure-Based Evolution, Model=GPT-5.42026.052.6359473.19
AEVO ProcedureCategory=Ours, Model=Claude-Opus-4.72026.052.635941.47
AEVO AgentCategory=Ours, Model=Claude-Opus-4.72026.052.635920.34
AEVO AgentCategory=Ours, Model=GPT-5.42026.052.6359170.32
OpenEvolveCategory=Procedure-Based Evolution, Model=GPT-5.42026.052.6341190.23
Claude CodeCategory=Agent-Based Evolution, Model=Claude-Opus-4.72026.052.6305500.78
OpenEvolveCategory=Procedure-Based Evolution, Model=Claude-Opus-4.72026.052.6303800.42