What Do Generative Models Learn About Adaptive Immune Receptor Repertoires? A Benchmark Study
A suite of evaluation metrics tailored to AIRR sequence data are applied and a systematic comparison of popular generative model families proposed for the AIRR field, including variational autoencoders, long short-term memory networks, antibody language models, selection models, and simple statistical baselines are pre...