Every biological foundation model.
Ranked, scored for openness, refreshed weekly. 2172 and counting.
21 released this week.
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The landscape
Every model in the catalog, one dot. Size is citations; colour is category.
Hover a dot to preview · click to open the model
73 released in the last 30 days
- DNA & Gene
- RNA
- Protein
- Small molecule
- Single-cell
- Spatial omics
- Pathology
- Imaging
- Metabolomics
- Biosignals
- Language model
Latest releases
Hot off the preprint servers — the newest biological foundation models.
Self-supervised transformer pretrained on cell-free RNA expression profiles, built as a shared substrate for downstream disease-detection models.
Cross-modal continued pretraining on curated mass-spectrometry proteomes lifts a 70M single-cell model past RNA-only checkpoints far larger.
World model that simulates a human cell as one persistent state, propagating drug and gene perturbations from DNA through to whole-cell morphology.
Histopathology tile encoders reach 22M parameters by distilling billion-parameter teachers through their frozen class and patch tokens alone.
Sparse mixture-of-experts DNA encoder pretrained on multi-species genomes at 235M to 1B parameters, reading 64 kb of context and 256 kb at 235M.
Transformer U-Net pretrained on 6 trillion tokens of multi-species DNA, predicting expression and epigenomic tracks across 1 Mb of context.
Browse by category
Eleven corners of biology, from genome to whole slide.
Where you can run them
Cloud providers offering inference, fine-tuning, and model weights.
