I've got a lot of CD-singles (3") dating from the early 90s. So the Gamecube discs were nothing special to me. They just looked like tiny CDs.
Yes, Game Cube discs look like mini CDs, but they hold over seven times the amount of data (1.5 GB vs. 210 MB). That's why I think they're cool and innovative.