The story
From a custom of the boxing ring, the person employed to sponge a pugilist between rounds throwing his sponge in the air in token of defeat.
Etymology from Wiktionary, CC BY-SA 4.0.
throw up the sponge
Today it means: To give up a contest; to acknowledge defeat; to throw in the towel. Full definition →