All Competitors

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

Showing 14 of 4 filtered models

  • RNARL

    Shanghai Jiao Tong University +2 othersJune 13, 2026codon_optimizationrna_designsequence_generation+7

    A reinforcement-learning-driven generative framework that unifies sequence generation with multi-objective RNA codon optimization, generalizing across six species and five RNA types without per-dataset retraining.

    RNA
    4Openness
  • 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
  • Pro2RNA

    Kitasato UniversityMarch 18, 2026codon_optimizationcodon_usagelanguage_model+5

    Multimodal reverse-translation language model that generates species-aware mRNA coding sequences from protein sequences, conditioned on host taxonomy.

    RNAProtein
    10Openness
  • 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