The most prominent issue is stability and settlement in embankment construction in the soft soil, so dynamic observation and the settlement prediction is necessary. How to scientifically select the prediction method is a key point. The paper analyzes applicability of some common curve fitting prediction methods to show the more proper selection of prediction method in engineering, in order to effectively control post-construction settlement and guarantee the safety during the embankment construction and operation period.