AI Commonsense Reasoning > The Abduction of Sherlock Holmes: A Dataset for Visual Abductive Reasoning

ECCV'22, 2022. [All Versions]. [Preprint]. This paper presents Sherlock, an annotated corpus of 103K images for testing machine capacity for abductive reasoning beyond literal image contents. The corpus construction process adopts a free-viewing paradigm: participants first observe and identify salient clues within images (e.g., objects, actions) and then provide a plausible inference about the scene, given the clue.