OpenCodePapers

anomaly-detection-on-btad

Anomaly Detection
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PaperCodeDetection AUROCSegmentation AUROCSegmentation APSegmentation AUPROModelNameReleaseDate
UniNet: A Contrastive Learning-guided Unified Framework with Feature Selection for Anomaly Detection✓ Link97.7397.7080.01UniNet2025-02-28
MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images✓ Link96.1697.3557.1583.43MuSc (zero-shot)2024-01-30
RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection✓ Link96.197.9RealNet2024-03-09
Anomaly Detection Using Normalizing Flow-Based Density Estimation and Synthetic Defect Classification✓ Link95.9397.1355.8672.77AD-CLSCNFs2024-05-28
PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow95.897.7PyramidFlow (Res18)2023-03-05
ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection✓ Link95.897.5ReConPatch WRN-502023-05-26
Revisiting Reverse Distillation for Anomaly Detection✓ Link95.6397.43Reverse Distillation ++2023-01-01
Dynamic Addition of Noise in a Diffusion Model for Anomaly Detection✓ Link95.283.2D3AD2024-01-09
Target before Shooting: Accurate Anomaly Detection and Localization under One Millisecond via Cascade Patch Retrieval✓ Link94.898.470.385.1CPR2023-08-13
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers94.498.763.184.9WeakREST-Un2023-06-06
Unlocking the Potential of Reverse Distillation for Anomaly Detection✓ Link93.998.165.278.5URD2024-12-10
AltUB: Alternating Training Method to Update Base Distribution of Normalizing Flow for Anomaly Detection98.2FastFlow+AltUB2022-10-26
PNI : Industrial Anomaly Detection using Position and Neighborhood Information✓ Link97.8PNI2022-11-22
Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation✓ Link93.1PatchSVDD2020-06-29
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization✓ Link81.8VT-ADL2021-04-20
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