Luffa aegyptica. Annual.
Luffa’s long, trailing vine grows like winter squash and requires a full season to mature. Full-sized gourds are 12-18″ long. Their dried interiors absorb like a sponge when wet, then becomes firm when dry. Popular for use in the bath, shower, and kitchen.
Gourd, Luffa Sponge