Depth Anomaly Detection and Segmentation
3 papers with code • 1 benchmarks • 1 datasets
Depth-only Anomaly Detection and Segmentation
Benchmarks
These leaderboards are used to track progress in Depth Anomaly Detection and Segmentation
| Trend | Dataset | Best Model | Paper | Code | Compare |
|---|---|---|---|---|---|
|
MVTEC 3D-AD
Most implemented papers
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization
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
We utilize a recently introduced 3D anomaly detection dataset to evaluate whether or not using 3D information is a lost opportunity.
Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection
The 3D and 2D modality features are aggregated to obtain the CPMF for PCD anomaly detection.
