The past participle form 'unstocked' is commonly used attributively to describe something that is devoid of stock.
videPour des rayons, des réserves ou un local sans marchandises. The unstocked shelves made the small store look abandoned.
Les rayons vides faisaient paraître la petite boutique abandonnée.