Datasets › MIAD

MIAD

Introduced by Tianpeng Bao et al. in MIAD: A Maintenance Inspection Dataset for Unsupervised Anomaly Detection25 Nov 2022 archive 2025-07-28

MIAD contains more than 100K high-resolution color images in various outdoor industrial scenarios, designed for unsupervised anomaly detection. This dataset is generated by a 3D graphics software and covers both surface and logical anomalies with pixel-precise ground truth.

Source: MIAD: A Maintenance Inspection Dataset for Unsupervised Anomaly Detection

Image Source: https://arxiv.org/pdf/2211.13968v2.pdf

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 2 papers for it but never published that list.

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • MIAD

1 variant name, as the archive lists them.

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