Do monsters despawn?

[Natural]

Just passed the prison areas and every monster thus far has despawned after a minute or so of not finding me, with exception of the water monster. Make sure to hide quickly and just stare at the wall. When the music returns to normal, the monster should be gone. Haven't been hit by a monster yet other than the water guy. Hoping to keep it that way *crosses fingers*.