All Competitors

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

Showing 1–4 of 4 filtered models

  • FLASH

    ———
    Hunter College, CUNYMay 11, 2026drug_discoverydrug_drug_interactiondrug_repurposing+7

    A signed heterogeneous graph foundation model pretrained on the SIGMA-KG knowledge graph for zero-shot drug mode-of-action, clinical response, and drug-drug interaction prediction.

    Small molecule
    10Openness

  • CellAwareGNN

    ———
    Vanderbilt University Medical CenterFebruary 23, 2026drug_discoveryfoundation_modelgraph_neural_network+4

    A knowledge-graph foundation model that injects cell-type-specific genetic associations into a biomedical knowledge graph to improve drug indication prediction and repurposing.

    Single-cellSmall molecule
    11Openness

  • NetMedGPT

    —1—
    University of Hamburg +1 otherJanuary 4, 2026drug_discoverydrug_repurposingfoundation_model+6

    A transformer foundation model trained on a biomedical knowledge graph for zero-shot drug-discovery inference across indications, targets, ADRs, contraindications, and off-label uses.

    Language modelSmall molecule
    24Openness

  • OntoProtein

    15213637
    Zhejiang UniversityJanuary 28, 2022foundation_modelgene_ontologyknowledge_graph+1

    Protein language model that integrates Gene Ontology knowledge graphs via contrastive learning, improving function prediction, protein-protein interaction, and TAPE benchmark tasks.

    Protein
    63Openness