Every biological foundation model.

Ranked, scored for openness, refreshed weekly. 2565 and counting.

2565 models, tracked and scored.

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Every model in the catalog, one dot. Size is citations; colour is category.

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43 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.

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scKITE

China Agricultural University

Released September 14, 2026

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Single-cell foundation model pretrained with cell-annotation and gene-regulon supervision on 179,067 profiles, then transferred as a frozen encoder.

Single-cell
38Openness

OmniTCR

West China Hospital of Sichuan University +1 other

Released September 13, 2026

——2

T cell receptor foundation model that scores peptide-MHC-TCR recognition and generates pMHC-conditioned CDR3β candidates from one shared backbone.

ProteinLanguage model
36Openness

PANDA

Tianjin Institute of Industrial Biotechnology +2 others

Released September 13, 2026

——4

All-atom de novo protein design that denoises sequence and structure as a single Cartesian process, reading residue identity from atomic occupancy.

Protein
38Openness
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Anticancer peptide prediction specialized to breast cancer, running an MLP head over frozen ProtBERT embeddings of short peptide sequences.

Protein
50Openness

ShEPhERD-2

MIT

Released September 12, 2026

——6

3D small-molecule generation conditioned on an interaction profile of shape, electrostatics and directional pharmacophores rather than a pocket.

Small molecule
93Openness

MANAS-2

Mannas AI

Released September 12, 2026

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EEG foundation model whose masked autoencoder adds an RMS-energy constraint on the decoder, sharpening spectral structure in frozen latents.

Biosignals
19Openness