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Models/MolT5-Base

MolT5-Base

Reported on 13 benchmarks across 1 task · 1 paper

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

Medical13 results

  • Molecule CaptioningonChEBI-20
    BLEU-2· 2022-04-25
    54
    best: 73.2 (Mol-LLM (Mistral-Instruct-v0.2))
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonChEBI-20
    BLEU-4· 2022-04-25
    45.7
    best: 60.8 (MolReFlect)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonChEBI-20
    METEOR· 2022-04-25
    56.9
    best: 68.1 (BioT5+)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonChEBI-20
    ROUGE-1· 2022-04-25
    63.4
    best: 71 (BioT5+)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonChEBI-20
    ROUGE-2· 2022-04-25
    48.5
    best: 61.8 (XMolCap)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonChEBI-20
    ROUGE-L· 2022-04-25
    57.8
    best: 65.3 (PEIT-GEN)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonChEBI-20
    Text2Mol· 2022-04-25
    54.7
    best: 60.3 (BioT5)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonL+M-24
    BLEU-2· 2022-04-25
    73.8
    best: 77.7 (Mol2Lang-VLM)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonL+M-24
    BLEU-4· 2022-04-25
    53.5
    best: 56.3 (Mol2Lang-VLM)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonL+M-24
    METEOR· 2022-04-25
    71.8
    best: 77.45 (Nach0)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonL+M-24
    ROUGE-1· 2022-04-25
    75
    best: 80.06 (Nach0)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonL+M-24
    ROUGE-2· 2022-04-25
    55.9
    best: 60.17 (Nach0)
    Translation between Molecules and Natural LanguagearXiv:2204.11817
  • Molecule CaptioningonL+M-24
    ROUGE-L· 2022-04-25
    53.9
    best: 57.5 (Nach0)
    Translation between Molecules and Natural LanguagearXiv:2204.11817