The Chelsea manager has faced the Gunners eight times since arriving in English football, but has claimed just one victory over Arsene Wenger's side.
The most recent match between the two came on Wednesday evening in the Carabao Cup semi-finals.
Arsenal claimed another victory over the Blues, meaning they have won four of eight clashes against their London rivals.
The Gunners have become something of a bogey team for Conte, but who is the bogey team for every current Premier League manager?
Click the right arrow, above, to find out.