All Competitors

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

Showing 17 of 7 filtered models

  • RNAJog

    2
    Shanghai Jiao Tong UniversityJune 20, 2026codon_optimizationmrna_designsequence_generation+8

    Autoregressive generative model that uses reinforcement learning to optimize mRNA codon sequences for MFE, CAI, and GC content.

    RNA
    9Openness
  • seq2ribo

    11365
    Carnegie Mellon UniversityApril 3, 2026mambamrnamrna_design+3

    Hybrid framework that predicts ribosome location profiles from mRNA sequence alone, pairing a structure-aware TASEP simulation with a Mamba polisher.

    RNA
    18Openness
  • Chinese Academy of SciencesApril 2, 2026mrna_designcodon_optimizationtherapeutic_mrna_design+8

    Autoregressive model for therapeutic mRNA design that jointly generates 5' UTR, CDS, and 3' UTR, pretrained on 30 million full-length natural mRNAs.

    RNA
    10Openness
  • EVA

    811
    GENTEL LabMarch 24, 2026rna_designaptamer_designguide_rna_design+9

    Generative RNA foundation model trained on 114 million full-length sequences for de novo design of tRNAs, aptamers, CRISPR guide RNAs, and mRNAs.

    RNA
    72Openness
  • Pro2RNA

    Kitasato UniversityMarch 18, 2026mrna_designcodon_optimizationsequence_generation+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, 2025mrna_designcodon_optimizationsequence_generation+7

    GPT-style generative language model for mRNA coding sequences, pretrained across bacteria, eukaryotes, and archaea for de novo CDS design.

    RNA
    39Openness
  • Trias

    135471
    UC Berkeley +1 otherMay 13, 2025codon_optimizationencoder_decodergenerative+5

    Encoder-decoder codon language model that reverse-translates a protein into species-specific coding sequences for synthetic mRNA design.

    RNAProtein
    85Openness