All Competitors

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

Showing 17 of 7 filtered models

  • TRIOPS

    26
    UC Santa CruzJuly 4, 2026cnncross_attentionimmune_repertoire_analysis+4

    T-cell receptor-MHC restriction prediction from amino acid sequence, mapping TCRs to their restricting HLA allele at 0.97 held-out AUC.

    Protein
    22Openness
  • ZeroFold

    University of Cambridge +1 otherMarch 24, 2026binding_affinity_predictioncross_attentiondrug_discovery+3

    Transformer that predicts protein-RNA binding affinity from Boltz-2 pre-structural embeddings via cross-modal attention, with no 3D structure step.

    RNAProtein
    23Openness
  • LUNA

    1306.5K
    ETH ZurichOctober 25, 2025abnormality_detectionartifact_rejectioncross_attention+5

    EEG foundation model whose learned queries map any electrode montage into a fixed latent space, scaling linearly in the number of channels.

    Biosignals
    73Openness
  • Verily Life SciencesOctober 24, 2025cross_attentiondisease_risk_predictionelectronic_health_records+7

    Multimodal EHR foundation model that fuses polygenic risk scores into a GPT-2-style backbone by cross-attention for zero-shot disease risk prediction.

    Language modelDNA & Gene
    8Openness
  • Tsinghua UniversityFebruary 27, 2025cross_attentiondata_generationdiffusion+4

    Latent diffusion model for single-cell multi-omics generation and modality translation, with gradient-based inference of gene regulatory networks.

    Single-cell
    85Openness
  • Guangzhou Medical University +1 otherFebruary 23, 2025cell_type_annotationcross_attentiondna_methylation+5

    Single-cell DNA methylation foundation model capturing genome-wide CpG dependencies in whole-genome bisulfite sequencing across tissues and species.

    Single-cellDNA & Gene
    78Openness
  • RelCon

    3330
    Apple +2 othersNovember 27, 2024activity_recognitioncnncontrastive_learning+4

    Motion foundation model for wearable accelerometry, trained with relative contrastive learning on 1B segments from 87,376 participants.

    Biosignals
    48Openness