Refers to the painting itself or the art genre. Common in art contexts.
She painted a beautiful watercolor.
I went to a watercolor painting exhibition.
I like painting watercolors in the park.
I've been taking watercolor lessons since last year.
This piece depicts flowers in watercolor.