Visual art is like a painting on canvas.
Performance art is like an actor on stage.
The difference is that performance art requires something that is actually alive to be doing the artwork, deliberately as art.
An good example that shows up the difference would be listening to the song "Tubular Bells" on the radio.
Music is a performance art.