Datasets › MVTec-FS

MVTec-FS (MVTec few-shot detection and classfication dataset)

22 Dec 2024 archive 2025-07-28

The MVTec-FS dataset is a refined version of the MVTec AD dataset, designed for few-shot learning research. It contains instance-level annotations of anomaly images and is tailored to support tasks such as:

  • Few-shot instance classification
  • Few-shot object detection
  • Unified multi-modal classification

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 1 paper 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

CC BY-NC-SA 4.0

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • MVTec-FS
  • MVTec-FS (1-shot)
  • MVTec-FS (3-shot)
  • MVTec-FS (5-shot)

4 variant names, as the archive lists them.

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