The 36-year-old "Titanic" and "Inception" actor and 25-year-old Sports Illustrated supermodel have been dating off and on for about five years.
"They do this every two years," an unnamed insider told Us Weekly. "They could be back together next week."
The New York Post said DiCaprio and Refaeli remain friends and still talk.
Notable deaths of 2014 [PHOTOS]