All Competitors

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

Showing 1–6 of 6 filtered models

  • FlowTransOP

    ———
    MIT +2 othersMay 27, 2026autoencodercross_domain_translationcross_species+7

    Flow-matching framework that translates omics signatures across biological domains, such as mouse to human transcriptomics, without paired samples.

    Single-cell
    87Openness

  • TranscriptFormer

    15736—
    Chan Zuckerberg InitiativeApril 29, 2025cell_type_annotationcross_speciesdisease_prediction+6

    Generative single-cell foundation model trained on 112 million cells from 12 species, autoregressively modeling gene identities and expression counts.

    Single-cell
    67Openness

  • GeneCompass

    119137—
    Chinese Academy of SciencesOctober 8, 2024cross_speciesfoundation_modelregulatory_genomics+1

    Knowledge-informed cross-species foundation model pre-trained on 101 million human and mouse single-cell transcriptomes to decipher gene regulation.

    Single-cell
    32Openness

  • UCE

    312174—
    Stanford UniversityNovember 29, 2023cross_speciesfoundation_modeltransformer+1

    Single-cell foundation model producing species-agnostic cell embeddings by representing genes through frozen ESM-2 protein language model embeddings.

    Single-cell
    65Openness

  • DNABERT-2

    507456170.4K
    MAGICS LabJune 26, 2023cross_speciesdnafoundation_model+2

    Multi-species genomic foundation model swapping k-mer tokenization for byte pair encoding, matching Nucleotide Transformer with 21x fewer parameters.

    DNA & Gene
    64Openness

  • Species-Aware DNA Language Model

    18538.1K
    Technical University of MunichJanuary 27, 2023cross_speciesfoundation_modelregulatory_genomics

    Masked DNA language model trained on 800+ species with explicit species conditioning, separating conserved regulatory motifs from background bias.

    DNA & Gene
    92Openness