All Competitors

31—

Microsoft Research +2 othersJune 1, 2026autoregressivecell_biologyfluorescence_microscopy+7

Generative microscopy foundation model that synthesizes in-silico fluorescence images of protein subcellular localization from amino-acid sequence.

ImagingProtein

17Openness

—3—

ETH Zurich +1 otherMay 29, 2026diffusion_transformergenerativehistology+4

Diffusion transformer for virtual tissue synthesis, generating H&E histopathology patches conditioned on spatial gene expression and morphology.

PathologySpatial omics

44Openness

—280—

Stanford UniversityApril 4, 2026data_augmentationdiffusion_transformerfoundation_model+7

Diffusion-transformer pathology model embedding H&E histology, RNA profiles, and clinical text in a latent space for zero-shot cross-modal synthesis.

PathologySpatial omics

15Openness

208—

Johns Hopkins University +4 othersAugust 30, 2025foundation_modelimage_synthesismulti_task+4

Modality-agnostic foundation model for human brain imaging that runs five core neuroimaging tasks across uncalibrated CT and MRI without retraining.

Imaging

75Openness

1——

University of Zurich +1 otherMarch 3, 2025conditional_generationdiffusiongenerative+3

Patch-based 3D diffusion model that generates teravoxel-scale virtual mouse brain volumes conditioned on spatially resolved gene expression.

Spatial omicsImaging

78Openness

45——

ShanghaiTech University +2 othersSeptember 25, 2024cnncontrastive_learningfoundation_model+6

Text-guided MRI synthesis model that generates brain MR sequences and resolutions on demand from routine scans using imaging-metadata prompts.

Imaging

28Openness