Models (6)
WattmaMod
Shandong University / Qingdao University of Science and Technology / University of Science and Technology of China / King Abdullah University of Science and Technology
Released July 2, 2026
RNA modification profiling from nanopore direct RNA-seq signal; self-supervised pretraining resolves 11 modification types and extends to new ones.
Uncertainty-aware diffusion model that enhances cryo-EM density maps while estimating voxel-wise confidence via Monte Carlo sampling.
Evolution-guided diffusion model that generates temporal protein folding pathways, from unfolded chain to native state, rather than static structures.
Melody
Shandong University / University of Electronic Science and Technology of China / Chinese Academy of Sciences
Released November 23, 2025
Deep learning framework that predicts DNA methylation from genomic sequence across 39 human tissues, with an scRNA-seq variant for unseen cell types.
EndoChat
Chinese University of Hong Kong / Huawei / Technical University of Munich / University of Strasbourg / Shandong University / Chinese Academy of Sciences
Released January 20, 2025
Grounded multimodal language model for endoscopic surgery, supporting visual dialogue, region-based question answering, and bounding-box grounding.
DNA language model for interpretable prediction of 4mC, 5hmC, and 6mA methylation sites across species, using multi-scale k-mer BERT encoders.