As the National Snow and Ice Data Center explains, the Arctic is a sea surrounded by
land. That
land traps the shrinking amounts of Arctic ice while the summer sun is strong, so it helps reflect summer light.
However, since Antarctica is a continent surrounded by water, summer sea ice there tends to float north where it melts.