All Competitors

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

Showing 1–4 of 4 filtered models

  • E1

    1141116.5K
    ProfluentNovember 13, 2025contact_predictionfoundation_modelproteomics+6

    Retrieval-augmented protein encoders that fuse homologous sequences into a single-pass transformer for variant effect and contact prediction.

    Protein
    47Openness

  • ESMDynamic

    ———
    University of Illinois Urbana-ChampaignAugust 24, 2025contact_predictionmolecular_dynamicsprotein_dynamics+3

    Predicts residue-residue dynamic contact maps from a single sequence, matching molecular dynamics ensemble methods at a fraction of the compute.

    Protein
    75Openness

  • MSA Pairformer

    ———
    MIT +1 otherAugust 3, 2025contact_predictionlanguage_modelprotein_protein_interaction_prediction+3

    MSA-based protein language model for unsupervised contact prediction, outperforming ESM2-15B with 111M parameters and leading on interface contacts.

    Protein
    71Openness

  • MF-ProtDisMap

    ———
    Shandong Agricultural UniversityJune 23, 2025contact_predictiondiffusiondistance_prediction+4

    Protein inter-residue distance prediction fusing MSA Transformer coevolution with ESM2 sequence features, reaching a mean absolute error of 2.20 Å.

    Protein
    13Openness