Named after Arnim, a male first name.
The street, first known as Straße 45a, was named in 1925 and forms the northern edge of the Gartenstadt (garden city) Hohenschönhausen. The neighbouring streets named the same day also bear men’s first names, such as Lotharstraße, Christianstraße and Dietrichstraße.