The paper compares the application characteristics of 12 biomedical literature retrieval tools based on PubMed data sources in aspects of retrieval methods and retrieval results processing. The innovations are summarized from three aspects, namely, improving the retrieval interface, ranking results by relevance and results clustering. The improvement of Entrez/PubMed is also pointed out