All Competitors

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

Showing 16 of 6 filtered models

  • OmniNA

    327
    Beijing Institute of Genomics +1 otherApril 13, 2026sequence_detectionspecies_classificationmutation_effect_prediction+7

    Generative DNA foundation model trained on 91.7M nucleotide sequences and annotations for species classification and mutation effect prediction.

    DNA & Gene
    42Openness
  • ProteinEBM

    7
    MITDecember 9, 2025conformational_dynamicsconformational_samplingdiffusion+6

    Energy-based model of protein conformational space, turning a diffusion model into a statistical potential for structure ranking and mutation scoring.

    Protein
    8Openness
  • Chinese University of Hong Kong +1 otherOctober 3, 2025multimodalmutation_effect_predictionproteomics+3

    Structure-conditioned fine-tune of ESM2 for protein mutation-effect prediction, matching ESM3-level accuracy after roughly an hour of fine-tuning.

    Protein
    25Openness
  • London School of Hygiene & Tropical Medicine +1 otherSeptember 12, 2025antimicrobial_resistanceembeddingsmutation_effect_prediction+5

    Antimicrobial resistance risk predictor using ESM2 embeddings of single protein mutations to flag resistance variants across bacterial pathogens.

    ProteinDNA & Gene
    80Openness
  • EBM-DDG

    1
    University of VirginiaAugust 3, 2025antibodyantibody_designbinding_affinity_prediction+3

    Binding free energy change (ΔΔG) predictor for protein-protein interfaces, decomposing mutational effects into inverse-folding and energy-model terms.

    Protein
    23Openness
  • Pi-SAGE

    1
    Amazon Web Services +1 otherAugust 3, 2025binding_affinity_predictiongraph_neural_networkmutation_effect_prediction+2

    Protein surface tokenizer that turns surface-exposed residues into codebook tokens, lifting SKEMPI binding affinity change prediction to r = 0.600.

    Protein
    22Openness