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Toxicity prediction on TransLipid (test)

100Toxic Accuracy

Qwen 3-8B w/ LipoAgent

Updated 8d ago

Evaluation Results

Method	Links
Qwen 3-8B w/ LipoAgent 2026.05		100
Qwen 3-32B w/ LipoAgent 2026.05		100
ChemLLM w/ LipoAgent 2026.05		100
Llama 3.1-8B w/ LipoAgent 2026.05		100
TxGemma-7B w/ LipoAgent 2026.05		100
TxGemma-27B w/ LipoAgent 2026.05		100
TxGemma-27B w/ Fine-tuned 2026.05		94.2
Qwen 3-32B w/ Fine-tuned 2026.05		93.3
TxGemma-7B w/ Fine-tuned 2026.05		92.87
Qwen 3-8B w/ Fine-tuned 2026.05		90.3
TxGemma-27B 2026.05		86.7
TxGemma-7B 2026.05		85.44
Llama 3.1-8B w/ Fine-tuned 2026.05		77.4
ChemLLM w/ Fine-tuned 2026.05		72.11
Qwen 3-8B 2026.05		70.4
Qwen 3-32B 2026.05		70.4
DrugPilot 2026.05		66.05
Llama 3.1-8B 2026.05		65.33
DrugAgent 2026.05		65.05
KnowMol 2026.05		62.12
LANTERN 2026.05		58.76
ChemLLM 2026.05		56.84