All Competitors

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

Showing 1–3 of 3 filtered models

  • Lingshu-Cell

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    DAMO AcademyMarch 26, 2026perturbation_response_predictionvirtual_cell_modelinggene_expression+4

    A generative cellular world model that uses masked discrete diffusion to learn whole-transcriptome scRNA-seq distributions and simulate perturbation responses across tissues and species.

    Single-cell

  • SCALE

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    Shanghai AI LaboratoryMarch 17, 2026perturbation_response_predictionvirtual_cell_modelingtransformer+4

    Virtual cell foundation model pairing LLaMA-based cellular encoding with set-aware conditional flow matching to predict single-cell perturbation responses at atlas scale.

    Single-cell

  • AetherCell

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    Sun Yat-sen UniversityMarch 13, 2026perturbation_response_predictiondrug_repurposingvirtual_cell_modeling+6

    Generative virtual-cell engine that unifies clinical RNA-seq and perturbation-assay data to predict transcriptomic responses to unseen compounds and genetic perturbations across biological scales.

    Single-cellSmall molecule