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ResearchFormerly WizWand

Toxicity prediction on TransLipid (test)

100Toxic AccuracyQwen 3-8B w/ LipoAgent
55.113666.766878.4290.0732May 24, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Qwen 3-8B w/ LipoAgentArchitecture=LLM, Fine-tuned=true, Multi-agent=true2026.05100
Qwen 3-32B w/ LipoAgentArchitecture=LLM, Fine-tuned=true, Multi-agent=true2026.05100
ChemLLM w/ LipoAgentArchitecture=LLM, Fine-tuned=true, Multi-agent=true2026.05100
Llama 3.1-8B w/ LipoAgentArchitecture=LLM, Fine-tuned=true, Multi-agent=true2026.05100
TxGemma-7B w/ LipoAgentArchitecture=LLM, Fine-tuned=true, Multi-agent=true2026.05100
TxGemma-27B w/ LipoAgentArchitecture=LLM, Fine-tuned=true, Multi-agent=true2026.05100
TxGemma-27B w/ Fine-tunedArchitecture=LLM, Fine-tuned=true, Multi-agent=false2026.0594.2
Qwen 3-32B w/ Fine-tunedArchitecture=LLM, Fine-tuned=true, Multi-agent=false2026.0593.3
TxGemma-7B w/ Fine-tunedArchitecture=LLM, Fine-tuned=true, Multi-agent=false2026.0592.87
Qwen 3-8B w/ Fine-tunedArchitecture=LLM, Fine-tuned=true, Multi-agent=false2026.0590.3
TxGemma-27BArchitecture=LLM, Fine-tuned=false, Multi-agent=false2026.0586.7
TxGemma-7BArchitecture=LLM, Fine-tuned=false, Multi-agent=false2026.0585.44
Llama 3.1-8B w/ Fine-tunedArchitecture=LLM, Fine-tuned=true, Multi-agent=false2026.0577.4
ChemLLM w/ Fine-tunedArchitecture=LLM, Fine-tuned=true, Multi-agent=false2026.0572.11
Qwen 3-8BArchitecture=LLM, Fine-tuned=false, Multi-agent=false2026.0570.4
Qwen 3-32BArchitecture=LLM, Fine-tuned=false, Multi-agent=false2026.0570.4
DrugPilotArchitecture=LLM, Fine-tuned=true, Multi-agent=false2026.0566.05
Llama 3.1-8BArchitecture=LLM, Fine-tuned=false, Multi-agent=false2026.0565.33
DrugAgentArchitecture=LLM, Fine-tuned=false, Multi-agent=true2026.0565.05
KnowMolArchitecture=LLM, Fine-tuned=true, Multi-agent=false2026.0562.12
LANTERNArchitecture=MLP, Fine-tuned=false, Multi-agent=false2026.0558.76
ChemLLMArchitecture=LLM, Fine-tuned=false, Multi-agent=false2026.0556.84