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VisualGenome
A dataset for scene graph generation with annotations in the form of subject-predicate-object. -
Open Images Dataset
The dataset used in the experiment consists of 50 images equally distributed between five classes: aircraft, bird, bicycle, boat, and dog. Each class has 5 true positive images... -
Visual Semantic Role Labeling
The V-COCO dataset is a large-scale visual semantic graph dataset, containing 4,946 images annotated with object and predicate labels to form a scene graph. -
General Visual Question Answering
The GQA dataset is a large-scale visual semantic graph dataset, containing 8,208 images annotated with object and predicate labels to form a scene graph. -
One-shot Scene Graph Generation
One-shot scene graph generation task, utilizing rich prior knowledge from Visual Genome and ConceptNet. -
Visual Genome
The Visual Genome dataset is a large-scale visual question answering dataset, containing 1.5 million images, each with 15-30 annotated entities, attributes, and relationships.