Unless everyone is using iMessage, there's no way to remove yourself from a group text — you'll need to mute or block it.
You can't leave a group text on your Android phone, but you can still mute or delete the thread in your Messages app.
Our latest APK teardown shows Google Messages is testing a way to roll your group chat icon back to its default look.