Traffic was halted Saturday on Blackfriars Bridge and boats were kept from the area as the film star performed the stunt over the Thames River. A low-flying helicopter was filming the scene.
Below him, trains continued passing through the Blackfriars train station as normal.
Cruise, 55, could be seen darting south across the river over several takes. The star is known for performing his own stunts.