This document reviews and compares several approaches to modeling services for service-oriented architecture (SOA) in enterprise information systems. It discusses SOA-RM, SOA-RFA, SOA Ontology, SOMF, PIM4SOA, SoaML, and SOMA modeling approaches. The findings indicate that while each approach has strengths and weaknesses, combining aspects of the SOMA methodology with the SoaML modeling language allows for more detailed and systematic modeling of services to enable flexible SOA solutions.