I'm not exactly an expert with these two genres so take my response with a grain of salt 
To me since since it states "but love, abuse, bad decisions and high school sometimes get in the way." this does give me some drama vibes.
When I think pure romance, I usually think about the sweet, wholesome and cheezy romance stuff, that makes you go "aww they're so meant to be together!"
But with drama, it's basically the conflict, the obstacle that keeps protagonists from obtaining their goal.
I say yours is both, but if you only want to pick one, I guess I see it more as a drama.