Rhymes was leaning over a barrier at the Webster Hall gig when he lost his footing and fell into the crowd, reported New York Times.
When security staff dragged him back to safety, blood was pouring down his face and the rap star was hurried offstage for treatment.
The 'Break Ya Neck' hitmaker never returned.