In a video which went viral on social media, Anushka and Virat were spotted inside the temple seeking blessings.
"We came here for 'darshan' and had a good 'darshan'," Anushka told ANI.
The couple paid the visit a day after India were defeated by Australia in the third Test.
On the work front, Anushka will next feature in Chakda Xpress, a biopic on women's cricket icon Jhulan Goswami.
Anushka plays Jhulan in the film.