Visual Entailment

Visual Entailment (VE) is a task involving image-sentence pairs, where the premise is provided through an image rather than traditional text. The goal is to predict whether the image semantically entails the given sentence. VE holds significant application value in the intersection of visual understanding and natural language processing, capable of enhancing the performance of multimodal reasoning systems.