Anomaly Instance Segmentation

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (3 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• OoDIS: Anomaly Instance Segmentation Benchmark
  17 Jun 2024 2 repositories listed
  Autonomous vehicles require a precise understanding of their environment to navigate safely.
• UGainS: Uncertainty Guided Anomaly Instance Segmentation
  3 Aug 2023 1 repository listed
  Our approach centers on an out-of-distribution segmentation model for identifying uncertain regions and a strong generalist segmentation model for anomaly instances segmentation.
• Unsupervised Anomaly Instance Segmentation for Baggage Threat Recognition
  15 Jul 2021 1 repository listed
  Identifying potential threats concealed within the baggage is of prime concern for the security staff.