Visual Commonsense Reasoning

Visual Commonsense Reasoning (VCR) is a task focused on multimodal reasoning involving images and text. It aims to make reasonable inferences by analyzing the content of images and their contextual information. This task not only requires the model to have basic visual recognition capabilities but also to understand the relationships between objects in the scene and human common sense, thereby making logical judgments. The application value of VCR lies in enhancing the cognitive level of machines in complex scenarios, improving the naturalness and intelligence of human-computer interaction, and promoting the development of multimodal learning technologies.