The force urged Nigerians to disregard the false information about bribe-taking among officers.
A survey by the National Bureau of Statistics (NBS) revealed that bribes were paid 82.3 million times by Nigerians between 2015 and 2016, and police officers were said to have asked directly for bribes the most times.
In a statement released by spokesperson, Jimoh Moshood, the force urged Nigerians to disregard the false information.
He said, "We have not seen such report and we cannot react to what we have not seen but what I know is that the Nigerian Police Force is not corrupt.
"Corruption is a personal thing and Nigeria Police Force is not a corrupt institution and it is not for anybody to have made such allegation.
"The allegations are mischievous because it is not empirical and we distance ourselves from such and we want all Nigerians to condemn such.
"In fact a lot of changes have been introduced into the Force to ensure that we are accountable to the people.
"Such a report is unacceptable by the Force and we want everybody to disregard such because the Nigeria Police is not corrupt.
"The allegation is not empirical and it cannot stand any test or proof. It is misleading."
According to the report, payment of bribes by Nigerians is usually fuelled by the desire to speed up procedures, avoid payment of fines, stop cancellation of public utilities and to receive preferential treatment.
While the survey was conducted in 33,067 households in the 36 states of the country, as well as the Federal Capital Territory (FCT), Abuja, it was discovered that the highest bribe per transaction was paid in the South-East region, while the lowest was paid in the South West.