In recent years, smart materials developed rapidly. Flexible electronics and wearable devices, differ from normal electronics, are more and more popular because of their flexibility, portability and wearability. However, most of the applied flexible electronics are weak in deformation. This review focused on structure design, control preparation and performance optimization of conductive elastomers, especially under large deformation. The challenges, difficulties and future development of conductive elastomers are also presented.