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ResearchFormerly WizWand

Planning on NATURALPLAN

80.71Partial AccuracySERO
37.622848.808959.99571.1811May 27, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SEROBackbone=Gemini-2.5-flash-lite2026.0580.7156.78
Static DAG MASBackbone=Gemini-2.5-flash-lite2026.0577.6854.7
WorkflowBackbone=Gemini-2.5-flash-lite2026.0572.5751.15
Static Role OrchestrationBackbone=Gemini-2.5-flash-lite2026.0570.0443.93
Random Role EvolutionBackbone=Gemini-2.5-flash-lite2026.0563.4140.7
CoTBackbone=Gemini-2.5-flash-lite2026.0559.3430.96
SC@3Backbone=Gemini-2.5-flash-lite2026.0559.2930.48
SEROBackbone=GPT-4o-mini2026.0557.8230.37
WorkflowBackbone=GPT-4o-mini2026.0557.1624.78
Static Role OrchestrationBackbone=GPT-4o-mini2026.0556.9128.15
Static DAG MASBackbone=GPT-4o-mini2026.0555.9921.11
Random Role EvolutionBackbone=GPT-4o-mini2026.0555.1125.26
Static DAG MASBackbone=Qwen3-8b2026.0554.920.3
SC@3Backbone=GPT-4o-mini2026.0550.6122.15
WorkflowBackbone=Qwen3-8b2026.0550.4215.78
CoTBackbone=GPT-4o-mini2026.0550.2622.11
Static Role OrchestrationBackbone=Qwen3-8b2026.0547.9213.59
SEROBackbone=Qwen3-8b2026.0546.4414.96
SC@3Backbone=Qwen3-8b2026.0546.1913.81
CoTBackbone=Qwen3-8b2026.0546.113.81
Random Role EvolutionBackbone=Qwen3-8b2026.0539.2810.26