All Competitors

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

Showing 18 of 8 filtered models

  • BRIDGE

    The University of Hong KongMay 8, 2026contrastive_learningfoundation_modelgene_expression_prediction+8

    Multi-organ foundation model aligning histology images with spatial-transcriptomics profiles for zero-shot expression and survival prediction.

    PathologySpatial omics
    31Openness
  • RNABag

    HomiGen Intelligence Technology Co., Ltd.April 22, 2026cancer_detectioncell_type_annotationfoundation_model+6

    Transcriptome foundation model for precision oncology, generalizing zero-shot across tissue, plasma cfRNA, and tumor-educated platelet modalities.

    Single-cell
    46Openness
  • LG AI ResearchDecember 16, 2025biomarker_predictioncancer_subtypingcontrastive_learning+8

    Pathology foundation model that aligns whole-slide images with genomic, epigenetic, and transcriptomic data for patient-level tumor representations.

    PathologySpatial omics
    14Openness
  • GPFM

    12889
    Hong Kong University of Science and Technology +3 othersNovember 1, 2025cancer_diagnosisfeature_extractionfoundation_model+8

    Histopathology foundation model extracting general-purpose features from H&E patches by distilling the UNI, Phikon, and CONCH pathology encoders.

    Pathology
    84Openness
  • Stony Brook University +1 otherSeptember 18, 2025cnnfoundation_modelmolecular_subtyping+6

    Neuro-oncology foundation model for brain tumor MRI, using distributionally robust pretraining for molecular subtyping and survival prediction.

    Imaging
    23Openness
  • BEPH

    7796
    Shanghai Jiao Tong UniversityMarch 10, 2025cancer_diagnosiscancer_subtypingfoundation_model+7

    Histopathology foundation model pretrained with BEiT masked image modeling on 11M+ tissue image tiles for cancer diagnosis and survival prediction.

    Pathology
    73Openness
  • BrainIAC

    13825
    Mass General Brigham +4 othersDecember 2, 2024brain_age_predictionbrain_mricontrastive_learning+7

    Self-supervised vision foundation model for structural brain MRI, providing a reusable encoder for brain age, survival, and image classification.

    Imaging
    24Openness
  • CHIEF

    715539
    Harvard Medical School +2 othersSeptember 4, 2024cancer_detectionfoundation_modelhistology+8

    Weakly supervised histopathology foundation model pretrained on 60,530 whole-slide images for cancer detection, prognosis, and molecular prediction.

    Pathology
    15Openness