In the snapshot 22w46a dry sponges do not remove powder snow.
Comments 7
Lava can also be in a bucket, yet is immune to sponges, and snow and ice are made of water yet have no reaction to sponges either, so I don't see the point you're making.
See MC-126978.
And that was corrected.
Sponges are only intended to soak up water blocks, per changelogs and that fix. This is a feature request.
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...and why should they?