All Competitors

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

Showing 1–3 of 3 filtered models

  • CLM-X

    ———
    Hangzhou Institute of Medicine, CASFebruary 18, 2026batch_correctioncell_biologycell_type_annotation+6

    Multimodal single-cell foundation model whose multiway Transformer jointly models scRNA-seq and scATAC-seq from RNA-only, ATAC-only, or paired inputs.

    Single-cell
    4Openness

  • PanFoMa

    2——
    Shanghai Jiao Tong University +4 othersDecember 2, 2025batch_correctioncancercell_type_annotation+7

    Pan-cancer single-cell foundation model with a hybrid Transformer-Mamba architecture, released with the PanFoMaBench cancer evaluation benchmark.

    Single-cell
    13Openness

  • Atacformer

    28297
    University of VirginiaNovember 4, 2025batch_correctioncell_type_annotationchromatin+7

    Transformer foundation model for single-cell ATAC-seq that embeds both cells and cis-regulatory elements for annotation and batch correction.

    Single-cellDNA & Gene
    32Openness