This repository provides the Inspect-Anything (InsA) benchmark annotation files (JSON) proposed in our paper, without the original images.The InsA benchmark is introduced in the UniSpector: Towards Universal Open-set Defect Recognition via Spectral-Contrastive Visual Prompting (CVPR 2026).For instructions on how to prepare the images, see the dataset preparation section.
To evaluate generalization ability to unseen defects, we introduce… See the full description on the dataset page:
https://huggingface.co/datasets/cblllll/Inspect-Anything.
