Under the EuroSDR Commission III “Production Systems and Processes”, a joint test was undertaken in order to compare various methods of building extraction using airborne image and laser scanning data. The study was initiated due to the fast development of sensors and methods. This was the first study where several building extraction methods were compared using common data. 11 partners from Denmark, Switzerland, Germany, the Netherlands, Sweden, Spain and France participated in the study.