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ResearchFormerly WizWand

Scientific Discovery on TMC

93.25Solution QualityPIEVO
56.662866.161475.6685.1586Feb 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
PIEVOBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.0293.25
PiFlowBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.0287.45
The AI Scientist v2Backbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.0284.86
The AI Scientist v1Backbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.0284.14
AI ResearcherBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.0283.79
PIEVOBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.0280.49
Vanilla MASBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.0279.36
ReActBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.0278.71
AI ResearcherBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.0274.17
The AI Scientist v1Backbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.0272.36
The AI Scientist v2Backbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.0271.45
PiFlowBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.0270.35
Vanilla MASBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.0263.98
ReActBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.0258.07