I noticed that all the “arcade” runs are listed with the platform being Game Boy Advance, but I couldn’t find a GBA release of this game. Are the runs mislabeled, or is there some obscure GBA release that doesn’t show up on Google?

It's this specific game here, which includes Frogger. https://en.wikipedia.org/wiki/Konami_Collector%27s_Series:_Arcade_Advanced

And so it is, thank you for the help!