To fall flat means to not be funny and not to cause amusement whatsoever; it can also mean to cause no interest.
1. Sanjay insisted on entertaining the party crowd with witty one-liners, but all his attempts fell flat.
2. The Finance Minister's budget speech fell flat as it had nothing positive for the common man.