SUN397

Images

The Scene UNderstanding (SUN) database contains 899 categories and 130,519 images. There are 397 well-sampled categories to evaluate numerous state-of-the-art algorithms for scene recognition.

Image Source: The Selection of Useful Visual Words in Class-Imbalanced Image Classification

Benchmarks

2D Semantic Segmentation/Accuracy 3D Character Animation From A Single Photo/Accuracy Animation/Accuracy Few-Shot Learning/Harmonic mean Fine-Grained Image Classification/Accuracy Image Classification/Accuracy Image Clustering/Accuracy Meta-Learning/Harmonic mean Prompt Engineering/Harmonic mean Scene Parsing/Accuracy Zero-Shot Learning/Accuracy