The invention provides seed and plants of the hybrid corn variety designated 54360780. The invention thus relates to the plants, seeds and tissue cultures of the variety 54360780, and to methods for producing a corn plant produced by crossing a corn plant of variety 54360780 with itself or with another corn plant, such as a plant of another variety. The invention further relates to genetic complements of plants of variety 54360780.