Badami in Karnataka is famous for its cave temples dating back to the 6th century AD, carved out of sandstone cliffs. These represent the Chalukya dynasty's architectural excellence. The other options (Baindur, Hirekerur, Honnavar) are coastal/town locations in Karnataka but not associated with cave temples.