Why didn't harry accio dumbledore

Earlier, Neville is practicing the banishing charm, described as the opposite of the summoning charm, and he manages to banish professor flitwick. So, when harry and krum find crouch in the forest, why doesn't harry just accio dumbledore rather than leaving krum to go get him. Dumbledore could have just cartwheeled out of a castle window towards them.