Is there a Caribbean beach with huge boulders to walk thru/climb on? (similar to The Baths on Virgin Gorda)?

Question

I've been to The Baths beach on Virgin Gorda (BVI) and it is simply spectacular. The "hike" through the rocks to Devil's Bay is amazing! It does get crowded though, and I'd like to find an alternative. Are there any other Caribbean beaches with big rocks (like the Baths) for climbing through and on?

My family and I thank you for your suggestions!