Bergmann was posthumously awarded the inaugural Einstein Prize in 2003 with John A. Wheeler for "pioneering investigations in general relativity, including gravitational radiation, black holes, spacetime singularities, and symmetries in Einstein’s equations, and for leadership and inspiration to generations of researchers in general relativity". He learned that he had won the prize only shortly before his death.