All Competitors

Every biological foundation model, evaluated and ranked by the bio.rodeo team

Showing 7379 of 79 filtered models

  • Chai-1

    2K403
    Chai DiscoveryOctober 11, 2024diffusiondrug_discoveryfoundation_model+2

    Biomolecular structure prediction foundation model covering proteins, small molecules, DNA, RNA, and glycans in a single diffusion framework.

    Protein
    49Openness
  • BioT5+

    127415
    Microsoft Research AsiaAugust 1, 2024drug_discoveryfoundation_modelsmall_molecule

    Text-to-text biological language model spanning molecules, proteins, and text, adding IUPAC names and multi-task instruction tuning to BioT5.

    Language modelSmall moleculeProtein
    85Openness
  • Microsoft ResearchMay 13, 2024cryo_emdiffusiondrug_discovery+8

    Deep learning framework predicting equilibrium distributions of molecular systems, enabling efficient ensemble generation and conformation sampling.

    Protein
    46Openness
  • IMPA

    2657
    Theis LabJanuary 8, 2024autoencodercell_biologydrug_discovery+5

    Generative image perturbation autoencoder predicting cellular morphological responses to chemical and genetic perturbations from control images.

    Single-cell
    53Openness
  • BioT5

    127191
    Renmin University of ChinaOctober 11, 2023drug_discoveryfoundation_modellanguage_model+1

    Encoder-decoder framework unifying molecules, proteins, and natural language with SELFIES notation for cross-modal drug discovery tasks.

    Language modelSmall moleculeProtein
    74Openness
  • TULIP

    1343
    Ecole Normale SuperieureJuly 19, 2023antibodydrug_discoverylanguage_model+3

    Unsupervised transformer language model for TCR-epitope binding prediction that generalizes to unseen epitopes without needing negative examples.

    Protein
    60Openness
  • MoLFormer-XL

    406595209.9K
    IBM ResearchOctober 3, 2022drug_discoveryfoundation_modellanguage_model+4

    Large-scale chemical language model trained on 1.1 billion SMILES strings using linear attention transformers for molecular property prediction.

    Small molecule
    86Openness