Siew:
Open ArcCatalog and navigate to the file geodatabase location. Right-click on the FGDB and choose the Properties... option. In the attached screenshot, I used ArcGIS 10.1 to look at an older FGDB and can see the version in the Upgrade Status area of the Database Properties.