All Competitors

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

Showing 1–4 of 4 filtered models

  • ProtmRNA

    2——
    Fudan University +2 othersMay 20, 2026codongene_expressionlanguage_model+7

    A cross-modal transfer-learning model that adapts the ESM-2 650M protein language model to mRNA analysis by swapping amino-acid tokens for codon tokens, applied to mRNA benchmarks without re-training.

    RNA
    11Openness

  • mRNA-GPT

    32—
    Chinese Academy of SciencesApril 2, 2026codoncodon_optimizationfoundation_model+8

    Autoregressive generative model pretrained on 30 million full-length natural mRNA sequences that jointly optimizes 5' UTR, CDS, and 3' UTR for therapeutic mRNA stability and translation efficiency.

    RNA
    10Openness

  • mRNA-GPT

    ———
    Kitasato University +2 othersDecember 24, 2025codoncodon_optimizationfoundation_model+7

    GPT-2-style generative foundation model pretrained on ~165M mRNA coding sequences across all three domains of life for de novo CDS generation and design.

    RNA
    39Openness

  • CaLM

    5443—
    Oxford Protein Informatics Group (OPIG)January 1, 2024bertcodondna+3

    Codon-level BERT model that captures genomic signals invisible to amino acid models, outperforming billion-parameter PLMs with just 86M parameters.

    Protein
    66Openness