PACS
Photo-Art-Cartoon-Sketch
ImagesUnknownIntroduced 2017-01-01
PACS is an image dataset for domain generalization. It consists of four domains, namely Photo (1,670 images), Art Painting (2,048 images), Cartoon (2,344 images) and Sketch (3,929 images). Each domain contains seven categories.
Source: Deep Domain-Adversarial Image Generation for Domain Generalisation Image Source: https://www.researchgate.net/figure/Sample-images-from-PACS-dataset-Each-row-represents-a-domain-and-each-column-represents_fig1_334695033
Benchmarks
Domain Adaptation/AccuracyDomain Adaptation/Average AccuracyDomain Generalization/Average AccuracyDomain Generalization/AccuracySingle-Source Domain Generalization/AccuracySketch/AccuracySketch Recognition/AccuracySource-Free Domain Adaptation/Average AccuracyUnsupervised Domain Adaptation/Average Accuracy