All Competitors
Every biological foundation model, evaluated and ranked by the bio.rodeo team
Showing 1–6 of 6 filtered models
FlowTransOP
———A constrained deep flow-matching framework for distributional translation of omics signatures across biological domains, such as mouse-to-human transcriptomics, without paired samples.
Single-cell87OpennessTranscriptFormer
14732—A generative cross-species foundation model for single-cell transcriptomics, trained on 112 million cells from 12 species spanning 1.5 billion years of evolution.
Single-cell67OpennessGeneCompass
118125—Knowledge-informed cross-species foundation model pre-trained on 101M human and mouse single-cell transcriptomes to decipher universal gene regulatory mechanisms.
Single-cell32OpennessUCE
255151—Zero-shot foundation model for single-cell gene expression that generates species-agnostic cell embeddings using protein language model representations of gene products.
Single-cell65OpennessDNABERT-2
49341697.7KMulti-species genomic foundation model replacing k-mer tokenization with BPE, achieving state-of-the-art performance with 21x fewer parameters than prior leading models.
DNA & Gene64OpennessMasked DNA language model trained on 800+ species spanning 500M years of evolution, using explicit species conditioning to capture conserved regulatory elements.
DNA & Gene92Openness