All Competitors

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

Showing 1–3 of 3 filtered models

  • CLOP-DiT

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    Third Military Medical UniversityMarch 30, 2026contrastive_learningdata_augmentationdiffusion+7

    Generates single-cell transcriptomes from structured biological metadata via contrastive language-omics pretraining and a diffusion transformer.

    Single-cell
    10Openness

  • scLDM

    587—
    Chan Zuckerberg InitiativeNovember 4, 2025autoencodercell_biologydata_augmentation+8

    Latent diffusion model for generating single-cell gene expression profiles, pairing a permutation-invariant autoencoder with a diffusion transformer.

    Single-cell
    75Openness

  • scLDM.CD4

    9—198
    Chan Zuckerberg InitiativeNovember 4, 2025autoencodercell_biologydiffusion+7

    Single-cell latent diffusion model fine-tuned on 14.5 million CD4+ T cells to simulate transcriptomic effects of single-gene perturbations.

    Single-cell
    75Openness