All Competitors

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

Showing 1–5 of 5 filtered models

  • Navigo

    12——
    Chinese University of Hong Kong +1 otherJune 24, 2026cell_fate_engineeringflow_matchinggene_regulatory_network_inference+6

    Generative framework that learns a developmental vector field from scRNA-seq snapshots, coupling flow matching with molecular RNA kinetics.

    Single-cellRNA
    44Openness

  • 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

  • Zebraformer

    —1—
    MNCN-CSICJuly 9, 2025bertembeddingsfoundation_model+4

    Zebrafish single-cell foundation model built on the Geneformer framework, producing frozen gene and cell embeddings for developmental analysis.

    Single-cell
    46Openness

  • MORPH

    156—
    Broad Institute +1 otherJuly 2, 2025attentioncell_paintingfoundation_model+5

    Single-cell perturbation-response model that predicts transcriptomic and imaging outcomes of unseen genetic perturbations via a VAE with attention.

    Single-cellImaging
    7Openness

  • scDiffusion-X

    404—
    Tsinghua UniversityFebruary 27, 2025cross_attentiondata_generationdiffusion+4

    Latent diffusion model for single-cell multi-omics generation and modality translation, with gradient-based inference of gene regulatory networks.

    Single-cell
    85Openness