Leonardo DiCaprio's New Lady

By Ashley Williams

04/20/2006 at 01:00 PM EDT

With Gisele Bündchen out of the picture since November, Leonardo DiCaprio has been quietly seeing another babelicious blonde – 20-year-old Israeli swimsuit model Bar Refaeli.

DiCaprio, who has been filming the drama The Blood Diamond in Africa for the past few months, met up with Refaeli in Paris for a romantic getaway last weekend. (The two had also rendezvoused there in January.)

The couple held hands while strolling along the Champs-Elysées, window-shopping along Avenue Montaigne and noshing at a Lebanese restaurant. Said one observer at the eatery: "They were very close to each other. They seemed to enjoy being together very much."

DiCaprio’s rep had no comment.