Yehliu Geopark is on most travelers' list. The hoodoo rocks at Yehliu are bigger than other places along the Northeast coast, such as the Hoping island park in Keelung.
You can still walk around and almost touch the various rocks at Yehliu and take your picture with the Queen's Head.