If you go Dutch, which is to say, each person pays for their own meal, and one suggested this, it typically looks like that one is cheap. Which bodes bad impression in matters of looking to the future and a serious relationship potential. It's bad if they're cheap on the first date when first impressions are key.
In matters of the OP question itself, the one that asked the other out on the date should pay.