Submitting without a genre will work against you. Publishers, and therefore agents, want to know where in the bookstore a work will end up. It's all about marketing.

Romance has many subgenres. I suggest finding a list of them and selecting one that comes close to your book. You also need to tell what the competition is and how your manuscript is different, better, etc. You need a genre to define that.

Good luck,

Carol