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Models/MolReGPT (GPT-4-0413)

MolReGPT (GPT-4-0413)

Reported on 18 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical18 results

  • Drug DiscoveryonChEBI-20
    BLEU· 2023-06-11
    85.7
    best: 92.6 (LDMol)
    SOTA
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Drug DiscoveryonChEBI-20
    MACCS FTS· 2023-06-11
    90.3
    best: 97.3 (LDMol)
    SOTA
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Drug DiscoveryonChEBI-20
    Text2Mol· 2023-06-11
    59.3
    SOTA
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Text-based de novo Molecule GenerationonChEBI-20
    BLEU· 2023-06-11
    85.7
    best: 92.6 (LDMol)
    SOTA
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Text-based de novo Molecule GenerationonChEBI-20
    MACCS FTS· 2023-06-11
    90.3
    best: 97.3 (LDMol)
    SOTA
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Text-based de novo Molecule GenerationonChEBI-20
    Text2Mol· 2023-06-11
    59.3
    SOTA
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Drug DiscoveryonChEBI-20
    Exact Match· 2023-06-11
    28
    best: 53.3 (LDMol)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Drug DiscoveryonChEBI-20
    Frechet ChemNet Distance (FCD)· 2023-06-11
    0.41
    best: 2.49 (MolT5-small)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Drug DiscoveryonChEBI-20
    Levenshtein· 2023-06-11
    17.14
    best: 28.54 (Text+Chem T5 small)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Drug DiscoveryonChEBI-20
    Morgan FTS· 2023-06-11
    73.9
    best: 93.1 (LDMol)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Drug DiscoveryonChEBI-20
    RDK FTS· 2023-06-11
    80.5
    best: 95 (LDMol)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Drug DiscoveryonChEBI-20
    Validity· 2023-06-11
    89.9
    best: 100 (BioT5+)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Text-based de novo Molecule GenerationonChEBI-20
    Exact Match· 2023-06-11
    28
    best: 53.3 (LDMol)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Text-based de novo Molecule GenerationonChEBI-20
    Frechet ChemNet Distance (FCD)· 2023-06-11
    0.41
    best: 2.49 (MolT5-small)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Text-based de novo Molecule GenerationonChEBI-20
    Levenshtein· 2023-06-11
    17.14
    best: 28.54 (Text+Chem T5 small)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Text-based de novo Molecule GenerationonChEBI-20
    Morgan FTS· 2023-06-11
    73.9
    best: 93.1 (LDMol)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Text-based de novo Molecule GenerationonChEBI-20
    RDK FTS· 2023-06-11
    80.5
    best: 95 (LDMol)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615
  • Text-based de novo Molecule GenerationonChEBI-20
    Validity· 2023-06-11
    89.9
    best: 100 (BioT5+)
    Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT PerspectivearXiv:2306.06615