Stanford Dogs

The Stanford Dogs dataset contains 20,580 images of 120 classes of dogs from around the world, which are divided into 12,000 images for training and 8,580 images for testing.

Source: Universal-to-Specific Framework for Complex Action Recognition

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Benchmarks

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Task	Dataset Variant	Best Model
Fine-Grained Image Classification	Stanford Dogs	SR-GNN
Few-Shot Image Classification	Stanford Dogs 5-way (5-shot)	MML
Image Generation	Stanford Dogs	Projected GAN
Image Clustering	Stanford Dogs	FineGAN
Few-Shot Image Classification	Stanford Dogs 5-way (1-shot)	MML