Via the method beyond semi-classical approximation, we obtain the correctional tunneling probability and Hawking temperature at the apparent horizon of Finsler rainbow universe. Then we apply Bekenstein-Hawking entropy area law used in black hole to the cases of rainbow universe, and reach the entropy of the apparent horizon. Finally, we calculate the correctional entropy and obtain reasonable results.