You need an embassy visa for South Korea if you have a Sri Lankan passport
Visa options for South Korea
Visitor visa
Travelers need a visa to visit South Korea for Business or Tourism. A paper or embassy visa is the only visa available for travelers visiting South Korea. The visa is typically a stamp or sticker added to the passport. Travelers must obtain this visa from a local embassy, consulate or visa center before traveling.