Car got hit, should I file a claim?

So, my car got hit when I was making a left turn by an oncoming car making a right turn. I'm pretty sure she was at fault, as she turned into my lane. This is my first time being in an accident, so I panicked and didn’t take a picture of her license plate. She was very uncooperative, told me it was my fault, and told me to stay away from her. As a result, I wasn’t able to get her insurance information either.

This is a new car I bought exactly a year ago, so I really want to do something about this. However, I’m not from the US, and I’m unsure how the insurance works if I report it. My insurance is already ridiculously expensive, and I don’t want it to go up even more if I report this claim. Is there any suggestion? Thank you guys so so much.

Here is my dashcam: https://drive.google.com/file/d/1yej1TJjrWRScu6latX3wmJ9QU5xmXdNv/view?usp=sharing

Here is the picture of the scratch: https://drive.google.com/file/d/1u4VSvs_4BSXnSsqpZoi9aRzGeBXBKoV1/view?usp=drive_link