Hmm, unfortunately there seems to be a small but annoying bug - if you start with clean NHM (without config) then the entered Bitcoin address is not stored in config.json and therefore not used in the benchmark. We'll release a bugfix soon, meanwhile just "Start" miner for a few moments (will start mining on first algo - X11), then Stop miner, close NHM. Then start NHM again and you should be able to run benchmark.
Did that. Ethereum is still not running in the benchmark.. I'll download it again.
Redownloaded. Ethereum still not working...