Not exactly a "benchmark" but I think projects like ToDoMVC [1] - where the same functionality is implemented across different frameworks serves as an interesting and useful way to see the real differences.

This of course still misses how long it took to implement, how easily changes can be made, etc.

1 - http://todomvc.com/