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ResearchFormerly WizWand

Scientific Discovery on NHO

0.9636Solution Quality (SQ)PIEVO
0.5669440.6699220.77290.875878Feb 6, 2026
Updated 8mo ago

Evaluation results

MethodLinks
PIEVOBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.020.9636
PIEVOBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.020.8798
The AI Scientist v1Backbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.020.7976
PiFlowBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.020.7968
PiFlowBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.020.7932
AI ResearcherBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.020.7905
The AI Scientist v2Backbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.020.7785
The AI Scientist v1Backbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.020.774
ReActBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.020.737
AI ResearcherBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.020.7246
The AI Scientist v2Backbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.020.715
ReActBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.020.6702
Vanilla MASBackbone=Gemini-2.5-Flash, Thinking Mode=Non-Thinking2026.020.6377
Vanilla MASBackbone=Qwen3-32B, Thinking Mode=Non-Thinking2026.020.5822