Persistit is the new challenger. It's a fast, persistent and transactional Java B+Tree library.
I'm afraid that there's no guarantee that it will still be maintained. Akiban, the company supporting Persistit, was recently acquired by FoundationDB. The latter did not provide any information on the future.
https://github.com/akiban/persistit