I would bet it would still do well. You can give a frontier LLM photos that it has never seen before and it will reason about them incredibly accurately, since is is trained on, well, a lot of other similar photos. You can easily try it yourself, give o3 a photo you have taken yourself of a random place, it will crop, zoom and analyze different sections of the photo until it gets most of the time the exact coordinates of where the photo was taken.
> it will crop, zoom and analyze different sections of the photo until it gets most of the time the exact coordinates of where the photo was taken.
I will give it a try myself too. But all my photos that I take with my iPhone have date and GPS location embedded in the metadata so I will first have to transfer the pictures to my computer and strip them of metadata.