Benchmark Excess Returns

The ex post info ratio is the regression of the portfolio excess returns against benchmark excess returns. how can the benchmark have excess returns when it is a benchmark? having said that the concept checker states it is the regression of the fund’s returns against its benchmark porfolio returns. Which is correct?

Excess here is implied over risk free rate.