Restaurants in Dubai based on reviews and recommendations. Some top-rated restaurants in Dubai known for their exceptional food and dining experiences include: 1. Zuma Dubai: A contemporary Japanese restaurant known for its stylish ambiance and innovative dishes. 2. Pierchic: A seafood restaurant located at the end of a pier with stunning views of the Arabian Gulf and the Dubai coastline. 3. Nobu Dubai: Renowned for its Japanese fusion cuisine and celebrity chef Nobu Matsuhisa's signature dishes.