All Competitors
Every biological foundation model, evaluated and ranked by the bio.rodeo team
Showing 1–5 of 5 filtered models
RegFormer
———Single-cell foundation model combining regulatory network priors with a Mamba backbone for clustering, batch integration, and perturbation modeling.
Single-cell10OpennessMAP
———Shanghai Jiao Tong UniversityFebruary 25, 2026perturbation_response_predictiondrug_response_predictionzero_shot_prediction+6Knowledge-graph-grounded model that predicts single-cell transcriptomic responses to small molecules, with zero-shot prediction for unprofiled drugs.
Single-cellSmall molecule12OpennessscMomer
11—Macao Polytechnic University +3 othersAugust 5, 2025cell_type_annotationchromatindrug_response_prediction+7Single-cell multi-omics foundation model whose three-stage pretraining and distillation yield RNA-and-ATAC-aware embeddings from RNA-only input.
Single-cell48OpennessUniCure
81—Shanghai Institute of Biochemistry and Cell Biology +7 othersJune 19, 2025cancerdrug_response_predictionfoundation_model+2Multimodal drug-response model coupling cell and molecule foundation models, pretrained on 1.8M perturbation RNA-seq profiles over 22,000 compounds.
Single-cellSmall molecule83Openness- University of North Carolina at Chapel Hill +3 othersMarch 3, 2025chromatindrug_response_predictiongraph_neural_network+2
Structure-aware adapter that injects chromatin-derived gene regulatory networks into single-cell RNA foundation models like scGPT and scFoundation.
Single-cellDNA & Gene23Openness