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rgb-3d-anomaly-detection-and-segmentation-on

Anomaly DetectionRGB+3D Anomaly Detection and Segmentation
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PaperCodeDetection AUCROCSegmentation AUPROSegmentation AUCROCModelNameReleaseDate
TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection✓ Link0.9820.983TransFusion2023-11-16
Cheating Depth: Enhancing 3D Surface Anomaly Detection via Depth Simulation✓ Link0.9780.9720.9953DSR2023-11-02
Shape-Guided: Shape-Guided Dual-Memory Learning for 3D Anomaly Detection✓ Link0.9470.9760.996Shape-Guided2023-01-27
Multimodal Industrial Anomaly Detection via Hybrid Fusion✓ Link0.9450.9640.992M3DM2023-03-01
Asymmetric Student-Teacher Networks for Industrial Anomaly Detection✓ Link0.9370.976AST2022-10-14
Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection✓ Link0.8650.9590.992Back to the Feature: Classical 3D Features are (Almost) All You Need for 3D Anomaly Detection (BTF)2022-03-10
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization✓ Link0.6090.471Voxel VM2021-12-16
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization✓ Link0.5380.564Voxel AE2021-12-16
The MVTec 3D-AD Dataset for Unsupervised 3D Anomaly Detection and Localization✓ Link0.5170.639Voxel GAN2021-12-16
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