All Competitors
Every biological foundation model, evaluated and ranked by the bio.rodeo team
Showing 1–8 of 8 filtered models
Uni-Hema
—1—Information Technology University of the Punjab +1 otherNovember 18, 2025classificationcnnfoundation_model+8Digital hematopathology foundation model unifying blood-cell detection, classification, segmentation, and visual question answering.
Pathology8OpennessMetaboFM
—2—Georgia Institute of TechnologyOctober 23, 2025classificationfoundation_modelmass_spectrometry_imaging+6Vision Transformer foundation model for spatial metabolomics, pretrained on ~4,000 curated METASPACE mass spectrometry imaging datasets.
MetabolomicsSpatial omicsImaging10Openness5.6M-parameter multimodal foundation model fusing fMRI time series with diffusion-MRI structural connectivity in a shared ROI embedding space.
ImagingBiosignals71OpennessFetalCLIP
7022—Mohamed bin Zayed University of Artificial Intelligence +1 otherFebruary 20, 2025classificationcontrastive_learningfoundation_model+7Vision-language foundation model for fetal ultrasound, pretrained on 210,035 image-text pairs for plane classification, biometry, and segmentation.
Imaging13OpennessUSFM
350112—Ultrasound foundation model pretrained on over two million multi-organ images, transferring to segmentation, classification, and image enhancement.
Imaging22OpennessLVM-Med
217100—Self-supervised vision foundation model pretrained on 1.3M medical images via second-order graph matching, for segmentation and classification.
Imaging28OpennessPCRLv2
10083—Self-supervised pretraining framework for medical imaging that unifies pixel restoration with contrastive learning across 2D and 3D image backbones.
Imaging71OpennessModels Genesis
788407—Self-supervised 3D pretrained models for CT and MRI that learn anatomical representations from unlabeled volumes and transfer to segmentation tasks.
Imaging20Openness