Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective

Benchmark Model Rank Results
text-based-de-novo-molecule-generation-on-text2molMolReGPT (GPT-4-0413)#4BLEU: 85.7Exact Match: 28.0Frechet ChemNet Distance (FCD): 0.41…
text-based-de-novo-molecule-generation-on-text2molMolReGPT (GPT-3.5-turbo)#13BLEU: 79.0Exact Match: 13.9Frechet ChemNet Distance (FCD): 0.57…
molecule-captioning-on-chebi-20MolReGPT (GPT-4-0314)#11BLEU-2: 60.7BLEU-4: 52.5METEOR: 61.0ROUGE-1: 63.4ROUGE-2: 47.6…
molecule-captioning-on-chebi-20MolReGPT (GPT-3.5-turbo)#21BLEU-2: 56.5BLEU-4: 48.2METEOR: 62.3ROUGE-1: 45.0ROUGE-2: 54.3…