ImageNet-R

ImageNet-Rendition

ImageNet-R(endition) contains art, cartoons, deviantart, graffiti, embroidery, graphics, origami, paintings, patterns, plastic objects, plush objects, sculptures, sketches, tattoos, toys, and video game renditions of ImageNet classes. ImageNet-R has renditions of 200 ImageNet classes resulting in 30,000 images. Source: [The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization](/paper/the-many-faces-of-robustness-a-critical)

Images

벤치마크

Domain Generalization on ImageNet-R 결과 78개

Zero-Shot Composed Image Retrieval (ZS-CIR) on ImageNet-R 결과 40개

Unsupervised Domain Adaptation on ImageNet-R 결과 16개

Zero-Shot Transfer Image Classification on ImageNet-R 결과 12개

Prompt Engineering on ImageNet-R 결과 9개