Paper Citation Record · LEDGER

The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 24 inbound Pith citation observations for arXiv:2112.09045.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2112.09045 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:03:38.625726Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T19:50:10.592961Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4ab41bbc-39bb-421c-8c3d-53c4bc9b0f66 · inbound

Advancing Pre-trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection cites this paper.

Advancing Pre-trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-24T01:23:42.234614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9f13eb32-772d-469d-94d2-bde6487fb991 · inbound

A 3D Multimodal Feature for Infrastructure Anomaly Detection cites this paper.

A 3D Multimodal Feature for Infrastructure Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T18:03:38.625726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17134645-83f0-48b0-94a8-646b45a603ca · inbound

3DKeyAD: High-Resolution 3D Point Cloud Anomaly Detection via Keypoint-Guided Point Clustering cites this paper.

3DKeyAD: High-Resolution 3D Point Cloud Anomaly Detection via Keypoint-Guided Point Clustering The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:35:41.275269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3f7fa82-3d07-48ae-8e73-02e667e3a885 · inbound

An aerial color image anomaly dataset for search missions in complex forested terrain cites this paper.

An aerial color image anomaly dataset for search missions in complex forested terrain The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T15:35:19.386887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24e1664c-bef0-4474-8adb-652628315d08 · inbound

HyPCV-Former: Hyperbolic Spatio-Temporal Transformer for 3D Point Cloud Video Anomaly Detection cites this paper.

HyPCV-Former: Hyperbolic Spatio-Temporal Transformer for 3D Point Cloud Video Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T10:09:23.680864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2775627b-ed62-40f7-9178-12bbb4b5d305 · inbound

Self-Navigated Residual Mamba for Universal Industrial Anomaly Detection cites this paper.

Self-Navigated Residual Mamba for Universal Industrial Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T05:36:22.541008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b3d618-9c8f-4be4-86d9-19a6302793f7 · inbound

DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup cites this paper.

DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T18:59:07.400067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 057b082f-5c8f-4dfc-af06-0497ce761f34 · inbound

Generative Model-Based Feature Attention Module for Video Action Analysis cites this paper.

Generative Model-Based Feature Attention Module for Video Action Analysis The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:27.099316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ccfdd26-7f99-4e9a-be91-cb6495835ccb · inbound

IAENet: An Importance-Aware Ensemble Model for 3D Point Cloud-Based Anomaly Detection cites this paper.

IAENet: An Importance-Aware Ensemble Model for 3D Point Cloud-Based Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T15:11:32.205599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75bb1f60-9dc2-4ec5-8cbb-c01717e646b4 · inbound

GCR: Geometry-Consistent Routing for Task-Agnostic Continual Anomaly Detection cites this paper.

GCR: Geometry-Consistent Routing for Task-Agnostic Continual Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T12:43:27.803852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d691f65-af30-4482-b9c8-d1e3dc44f507 · inbound

Multimodal Benchmark for Safety Assessment in Industrial Inspection Scenarios cites this paper.

Multimodal Benchmark for Safety Assessment in Industrial Inspection Scenarios The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T07:06:01.166838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc80ee39-00e4-4552-86cb-2741e8cd9b23 · inbound

Hierarchical Point-Patch Fusion with Adaptive Patch Codebook for 3D Shape Anomaly Detection cites this paper.

Hierarchical Point-Patch Fusion with Adaptive Patch Codebook for 3D Shape Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T11:39:01.472678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54e8c0f1-2a69-4baa-be2f-46aaff189ada · inbound

MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models cites this paper.

MMR-AD: A Large-Scale Multimodal Dataset for Benchmarking General Anomaly Detection with Multimodal Large Language Models The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:46:00.842461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ad384f7-fd39-4854-ab98-d8b0f31df266 · inbound

ZSG-IAD: A Multimodal Framework for Zero-Shot Grounded Industrial Anomaly Detection cites this paper.

ZSG-IAD: A Multimodal Framework for Zero-Shot Grounded Industrial Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-10T05:41:01.792926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8aebfbbc-7942-4095-99d8-8d8cab19e506 · inbound

Align3D-AD: Cross-Modal Feature Alignment and Dual-Prompt Learning for Zero-shot 3D Anomaly Detection cites this paper.

Align3D-AD: Cross-Modal Feature Alignment and Dual-Prompt Learning for Zero-shot 3D Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:31:06.695929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 60ebdbe0-2cdd-4e5b-8891-d83f3d069a07 · inbound

Real-IAD MVN: A Multi-View Normal Vector Dataset and Benchmark for High-Fidelity Industrial Anomaly Detection cites this paper.

Real-IAD MVN: A Multi-View Normal Vector Dataset and Benchmark for High-Fidelity Industrial Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:31:00.071783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b4d68e2f-177e-4a1c-a55e-ee241c614e33 · inbound

Parameter Efficient Multi-Class Intelligent Scheduling for Multimodal Online Distributed Industrial Anomaly Detection cites this paper.

Parameter Efficient Multi-Class Intelligent Scheduling for Multimodal Online Distributed Industrial Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:45:01.019796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eed13500-6380-444e-be48-dfad0e3efde1 · inbound

VT-3DAD: Cross-Category 3D Anomaly Detection via Visual-Text Normal Space Alignment cites this paper.

VT-3DAD: Cross-Category 3D Anomaly Detection via Visual-Text Normal Space Alignment The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:16:44.481170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b9b6da49-aa53-40de-846f-1e2f44088293 · inbound

CMDS-AD: Cross-Modal Dual-Stream Decoupling for Few-Shot Anomaly Detection cites this paper.

CMDS-AD: Cross-Modal Dual-Stream Decoupling for Few-Shot Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T03:39:31.019976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8a39774a-d5e2-4451-a94f-6ad3c103401d · inbound

CoGeoAD: Hierarchical Color-Geometric Fusion with Multi-View Attention for Zero-Shot 3D Anomaly Detection cites this paper.

CoGeoAD: Hierarchical Color-Geometric Fusion with Multi-View Attention for Zero-Shot 3D Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T19:50:10.594482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 50e4fab0-b20e-45a3-8480-fc976c6355fc · inbound

Learning Topology-Aware Representations via Test-Time Adaptation for Anomaly Segmentation cites this paper.

Learning Topology-Aware Representations via Test-Time Adaptation for Anomaly Segmentation The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 89

Resolution: verified exact; arxiv_id, observed 2026-07-01T17:15:50.947930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c79c7e54-f4d0-4a8d-bd1b-cdc50b9600b0 · inbound

Anomaly Factory 3D: A Modular Framework for Diverse Pseudo-Anomaly Synthesis in Unsupervised 3D Anomaly Detection cites this paper.

Anomaly Factory 3D: A Modular Framework for Diverse Pseudo-Anomaly Synthesis in Unsupervised 3D Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:54:21.766463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bca9e186-efce-4d59-9fe3-8510607679b8 · inbound

CL-Anomaly: Layer-Adaptive Mixture-of-Experts with Multimodal Large Language Model for Continual Learning in Anomaly Detection cites this paper.

CL-Anomaly: Layer-Adaptive Mixture-of-Experts with Multimodal Large Language Model for Continual Learning in Anomaly Detection The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T06:01:58.407747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acad1a6e-3063-4699-9e22-de459cbec037 · inbound

A Synthetic 3D Gear Dataset for Manufacturing Quality Inspection (MFGNet-Gear) cites this paper.

A Synthetic 3D Gear Dataset for Manufacturing Quality Inspection (MFGNet-Gear) The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T07:18:15.797272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.