All Competitors

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

Showing 1–4 of 4 filtered models

  • Cellpose-SAM

    2.2K152—
    HHMI Janelia Research CampusMay 1, 2025cell_biologyfoundation_modelgeneralist_model+4

    Generalist cell segmentation model combining SAM's ViT-L backbone with Cellpose flow fields. First model to surpass average human annotators on the Cellpose benchmark.

    Imaging
    50Openness

  • PLUTO

    —29—
    PathAIMay 13, 2024digital_pathologyfoundation_modelhistology+6

    A lightweight 22M-parameter ViT-S pathology foundation model pre-trained on 195M tiles, handling tasks from subcellular segmentation to slide-level prediction.

    Pathology
    6Openness

  • Cellpose 2.0

    2.2K1.1K—
    HHMI Janelia Research CampusOctober 3, 2022active_learningcell_biologyfluorescence_microscopy+3

    Human-in-the-loop cell segmentation framework enabling custom model training from as few as 100-200 corrected annotations.

    Imaging
    59Openness

  • Cellpose

    2.2K3.4K—
    HHMI Janelia Research CampusDecember 7, 2020brightfieldcell_biologyfluorescence_microscopy+2

    Generalist deep learning algorithm for cell and nucleus instance segmentation using simulated diffusion flows, without per-dataset retraining.

    Imaging
    92Openness