The present invention relates to a sheet for corneal transplants comprising corneal endothelial cells on a gelatin hydrogel, which is obtainable by seeding and culturing corneal endothelial cells on a gelatin hydrogel coated with collagen. The sheet of the present invention is extremely useful as a sheet for corneal transplants not only for its biocompatibility and biodegradability, but also for its high transparency.