All Competitors

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

Showing 1–2 of 2 filtered models

  • RegFormer

    —3—
    BGI ResearchApril 1, 2026batch_integrationcell_clusteringdrug_response_prediction+7

    GRN-informed single-cell foundation model combining gene regulatory hierarchy priors with long-sequence Mamba modeling for clustering, batch integration, perturbation modeling, and drug response prediction.

    Single-cell
    10Openness

  • MAP

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    Shanghai Jiao Tong UniversityFebruary 25, 2026contrastive_learningdrug_response_predictiongraph_neural_network+6

    A knowledge-driven framework that predicts single-cell transcriptomic responses to small molecules, including zero-shot prediction for drugs with no prior perturbation profiles.

    Single-cellSmall molecule
    12Openness