2026
SEA: Evaluating Sketch Abstraction Efficiency via Element-level Commonsense Visual Question Answering
CVPR 2026
A sketch is a distilled form of visual abstraction that conveys core concepts through simplified yet purposeful strokes while omitting extraneous detail. Despite its expressive power, quantifying the efficiency of semantic abstraction in sketches remains challenging. Existing evaluation methods that