In the Android Run Time (ART) environment, various garbage collection methods include Concurrent Mark Sweep (CMS), Concurrent Partial Mark Sweep, Concurrent Sticky Mark Sweep, and Mark Sweep + Semispace. Each method has distinct characteristics, ranging from collecting different space types to operational frequency and efficiency.