The MVTec AD 2 Dataset: Advanced Scenarios for Unsupervised Anomaly Detection
Paper • 2503.21622 • Published
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MVTec AD 2 — pointer card, not a data mirror
This is a metadata/citation card only — no dataset files are hosted here. MVTec AD 2 is registration-gated and evaluated via MVTec's own private benchmark server (benchmark.mvtec.com); re-hosting the test set would undermine that evaluation model, so it is intentionally not mirrored.
Access
- Official page (registration required): https://www.mvtec.com/research-teaching/datasets/mvtec-ad-2
- License: CC BY-NC-SA 4.0 (non-commercial, share-alike, attribution required)
- Paper: arXiv:2503.21622 / IJCV 2026
Contents
8,000 high-resolution images (~30.4 GB), 8 object categories including a "Sheet Metal" category under multi-lighting conditions (dark-field, backlight) — the closest public proxy for a fixed camera station over reflective/painted sheet-metal parts.
Citation
See the official page for the current BibTeX entry (arXiv:2503.21622).
Staged as a candidate proxy dataset for CoRe's Situational Control paint-inspection work
(core-lab/situational-control).
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