Complex dry stack stone corbel-vaulted structures are commonly constructed as assemblages of several corbelled sub-systems. While there is enough architectural documentation, limited studies explore their structural stability or factors affecting it considering that they are rather susceptible to support disturbances. A systematic study of the influence of geometry (global level), interactions between adjacent units (intermediate level) and material strength parameters, particularly joint friction (local level) on their stability is warranted. A series of static experiments are conducted on a 1:3 scaled model of an existing corbelled vault to various support movements replicating lateral actions caused by seismic or differential support movements, with non-contact measurements based on photogrammetry. Sensitivity to joint roughness and moisture conditions is also examined. Failure mechanisms categorized as overturning, joint sliding, or a combination of overturning and sliding, provide an insight on the redundancies available in complex-vaulted systems, and the interplay between one mechanism over another. The possibility of estimating collapse displacement or rotation using graphical methods in predominant overturning or the combination failure mechanism is discussed. In predominant sliding failure mechanism, a simple method to assess safety is explained with the use of the friction cone concept when subjected to known input forces. © 2021 Taylor & Francis.