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ResearchFormerly WizWand

Molecule-to-IUPAC translation on Mol2IUPAC (test)

77.11BLEU-4Qwen3-4B
14.158830.501946.84563.1881Jul 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
Qwen3-4BArchitecture=Decoder-Only2026.0777.11
Qwen3-1.7BArchitecture=Decoder-Only2026.0776.49
Qwen3-0.6BArchitecture=Decoder-Only2026.0775.51
Galactica-125MArchitecture=Decoder-Only2026.0772.31
BioT5-baseArchitecture=Encoder-Decoder2026.0759.69
MolT5-largeArchitecture=Encoder-Decoder2026.0745.58
ChemLLM-7BGED perturbation level (k)=Raw, Fine-tuning protocol=standard fine-tuning2026.0742.68
ChemLLM-7BArchitecture=Decoder-Only2026.0742.68
LLaMA-3.2-1BGED perturbation level (k)=Raw, Fine-tuning protocol=standard fine-tuning2026.0738.43
LLaMA-3.2-1BArchitecture=Decoder-Only2026.0738.43
MolT5-baseArchitecture=Encoder-Decoder2026.0736.56
MolT5-smallArchitecture=Encoder-Decoder2026.0734.64
LLaMA-3.2-1BGED perturbation level (k)=k=1, Fine-tuning protocol=standard fine-tuning2026.0725
LLaMA-3.2-1BGED perturbation level (k)=k=2, Fine-tuning protocol=standard fine-tuning2026.0722.44
LLaMA-3.2-1BGED perturbation level (k)=k=3, Fine-tuning protocol=standard fine-tuning2026.0721.92
LLaMA-3.2-1BGED perturbation level (k)=k=4, Fine-tuning protocol=standard fine-tuning2026.0721.2
LLaMA-3.2-1BGED perturbation level (k)=k=5, Fine-tuning protocol=standard fine-tuning2026.0720.98
ChemLLM-7BGED perturbation level (k)=k=1, Fine-tuning protocol=standard fine-tuning2026.0719.91
ChemLLM-7BGED perturbation level (k)=k=2, Fine-tuning protocol=standard fine-tuning2026.0717.97
ChemLLM-7BGED perturbation level (k)=k=3, Fine-tuning protocol=standard fine-tuning2026.0717.43
ChemLLM-7BGED perturbation level (k)=k=4, Fine-tuning protocol=standard fine-tuning2026.0716.9
ChemLLM-7BGED perturbation level (k)=k=5, Fine-tuning protocol=standard fine-tuning2026.0716.58