Zoe Kravitz and boyfriend Channing Tatum hold hands and sport matching fall-inspired looks while enjoying a romantic stroll in New York City

Zoe Kravitz and her boyfriend Channing Tatum were spotted enjoying a romantic stroll in New York City on Sunday.