What is the name for this type of phrase? 'seriously hilarious'

Solution 1:

Oxymoron — an apparent contradiction. A classic oxymoron is "Military Intelligence".

I first read "seriously" in the example as meaning "very", which could turn the sentence into an example of sarcasm, depending on context.