All Competitors

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

Showing 1–6 of 6 filtered models

  • DrugGen 2

    6—799
    Isfahan University of Medical SciencesJuly 9, 2026de_novo_designdrug_discoverylanguage_model+4

    Generative language model that designs drug-like SMILES conditioned on disease ontology and a target protein sequence for de novo drug discovery.

    Small moleculeProtein
    51Openness

  • ConGLUDe

    ———
    Johannes Kepler University LinzJanuary 14, 2026binding_site_predictioncontrastive_learningdrug_discovery+7

    Contrastive geometric model unifying structure- and ligand-based drug design for zero-shot virtual screening, target fishing, and pocket selection.

    ProteinSmall molecule
    8Openness

  • OMTRA

    68——
    University of Pittsburgh +1 otherDecember 4, 2025conformer_generationde_novo_designdrug_discovery+8

    Structure-based drug design model that unifies de novo generation, docking, conformer generation, and pharmacophore conditioning via flow matching.

    Small moleculeProtein
    72Openness

  • UniLingo3DMol

    ———
    StoneWiseNovember 14, 2025de_novo_designdrug_discoverygenerative+5

    Pretrained language model for 3D molecule generation in protein pockets, unifying de novo and fragment-based drug design in one multi-task framework.

    Small molecule
    8Openness

  • MetaboliteChat

    43—
    New York UniversityNovember 10, 2025cnndrug_discoverygraph_neural_network+8

    Multimodal conversational LLM for metabolite analysis, fusing a molecular-graph GNN and molecular-image CNN with a Vicuna-13B language backbone.

    MetabolomicsSmall molecule
    48Openness

  • DemoDiff

    17623
    University of Notre Dame +2 othersOctober 9, 2025diffusiondrug_discoveryfew_shot+5

    Graph diffusion transformer for in-context molecular design, adapting to new tasks from a few molecule-property demonstrations without fine-tuning.

    Small molecule
    74Openness