I'd presume an advanced culture that can traverse the galaxy has many resources. Like humanity, I'd assume that with abundance, entertainment would be prioritized.
We might be nothing more than a new source of fashion and novelty to them! They may like Rock & Roll, our food, our clothing, or even pogs.
We might even be boring to them for the moment, but they're hoping for a future payoff.
Or they could just look at us as a future source of diversity in their society. The different methods of creating sentient beings might be of great importance to a post-biological society (maybe there's charm in our resource inefficiency).
Determining the motivations of a post-singularity society is a difficult task. It's fun because it forces you to think beyond your current means. But I wouldn't consider it a productive endeavor.