Graphical adventures refer to adventure games which have graphical visual interfaces, rather than textual command line input. This includes games with moving character graphics (ex. King's Quest, Grim Fandango), or first-person graphics (ex. Myst, Zork Nemesis).
Illustrated text adventures (ex. Arthur, The Hobbit, Spellcasting 101) are listed in the "Text Adventures" category.
