No, it's not blackmail. Haeyoung harm himself because he's mentally ill. He didn't rape him anymore in the end, he's more gentle and it's consesual. Guess
The rape still continues alot tho in the very last moments theres no rape but even after he finds the mc he does still rape him
Spoiler
haewon still end up with haeyoung