There are no railways in the Federated States of Micronesia today.
A phosphate plant on Fais Island was active under Japanese control prior to World War II. It was served by a narrow gauge railway. The plant was destoyed by Allied bombing during the war and not reopened.
Flag image from CIA World Factbook