All Competitors
Every biological foundation model, evaluated and ranked by the bio.rodeo team
Showing 1–10 of 10 filtered models
ProtiCelli
241—Generative imaging model simulating single-cell fluorescence microscopy for all 12,800 human proteins in the Human Protein Atlas.
Imaging51OpennessSpatialDINO
—1—Native 3D vision transformer self-supervised on unlabeled fluorescence microscopy volumes, segmenting subcellular structures without voxel labels.
Imaging8OpennessMorphGen
74—Institute of Science and Technology Austria +1 otherOctober 1, 2025cell_paintingdiffusiongenerative+4Diffusion model for multichannel fluorescent cell microscopy, generating morphologically plausible images aligned to OpenPhenom phenotypic embeddings.
ImagingSingle-cell22OpennessCellpose-SAM
2.3K192—Generalist cell segmentation model pairing SAM's ViT-L encoder with Cellpose flow fields, outperforming average human annotators on its benchmark.
Imaging50OpennessCellpose 3
2.3K385—Generalist cell segmentation pairing the cyto3 super-generalist model with one-click networks that denoise, deblur, and upsample microscopy images.
Imaging65OpennessOpenPhenom-S/16
78888.9KCell Painting microscopy foundation model, a channel-agnostic masked autoencoder producing morphological embeddings for zero-shot phenotypic analysis.
Imaging26OpennessScribblePrompt
22066—Interactive foundation model for biomedical image segmentation, prompted with scribbles, clicks, and bounding boxes to segment unseen structures.
Imaging63OpennessCytoland
1029—Virtual staining models that translate label-free light microscopy into fluorescent-equivalent predictions of nuclei and plasma membranes.
Imaging99OpennessCellSeg3D
1221—Self-supervised 3D cell segmentation for fluorescence microscopy, pairing WNet3D with Swin-UNetR to segment volumes without annotated training data.
Imaging89Openness