Off - black level is too high, i.e. not good
Low - black level is better, with a minimal amount of dynamic adjustment (e.g. screen suddenly brightens, and suddenly darkens)
Mid - black level is even better, with more frequent sudden screen brightening / darkening
Try Mid first. If you find the dynamic changes too annoying, drop it to Low.