The Apex court heard his petition at 2.30 am on Friday, three hours before the execution time and his petition was eventually rejected bringing their legal battles to an end.
The Delhi court has passed the order after the Delhi government stated that all the convicts have exhausted the legal remedies they had in their accounts.
President Ram Nath Kovind rejected Pawan Kumar Gupta's mercy plea through which the convicts had exhausted all the legal remedies they had in their accounts.
It was the second petition moved by Akshay Singh and earlier he had approached the apex court with his curative petition to challenge the death penalty.
The Delhi court had issued a fresh death warrant against the four convicts of the Nirbhaya case and they would be hanged to death on February 1st at 6m in the Tihar prison complex.