RGB+Depth Anomaly Detection and Segmentation

Description from the archive archive 2025-07-28.

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Most implemented papers archive 2025-07-28

2 shown of 2 papers with code (2 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.

• The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization
  16 Dec 2021 2 repositories listed
  We introduce the first comprehensive 3D dataset for the task of unsupervised anomaly detection and localization.
• Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection
  10 Mar 2022 1 repository listed Syntology ran 1 of 9 samples · 8 unverified · 1 pointer-only (licence)
  We utilize a recently introduced 3D anomaly detection dataset to evaluate whether or not using 3D information is a lost opportunity.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.