Hackett Benchmarking  and  Research maintains comprehensive, ongoing benchmarks of finance, human resources, information technology, planning/performance measurement, procurement, customer contact centers, and shared services centers.
There are comprehensive benchmarks for finance and human resources.
Increasingly, managers also focus on measuring reliability, responsiveness, and customer satisfaction, which in the eyes of senior management are just as important as strictly financial measures.