OpenCodePapers

anomaly-detection-on-mpdd

Anomaly Detection
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PaperCodeDetection AUROCSegmentation AUROCSegmentation AUPROModelNameReleaseDate
A Unified Anomaly Synthesis Strategy with Gradient Ascent for Industrial Anomaly Detection and Localization✓ Link99.699.498.2GLASS2024-07-12
Center-aware Residual Anomaly Synthesis for Multi-class Industrial Anomaly Detection✓ Link98.898.7CRAS2025-05-23
Dual-Modeling Decouple Distillation for Unsupervised Anomaly Detection98.1098.9697.66DMDD2024-08-07
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly Detection✓ Link97.798.897.1PBAS2024-12-23
GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection✓ Link97.598.7GLAD2024-06-11
Produce Once, Utilize Twice for Anomaly Detection97.5POUTA2023-12-20
Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection✓ Link97.299.1Dinomaly2024-05-23
RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection✓ Link96.398.2RealNet2024-03-09
DiffusionAD: Norm-guided One-step Denoising Diffusion for Anomaly Detection✓ Link96.298.595.3DiffusionAD2023-03-15
Revisiting Deep Feature Reconstruction for Logical and Structural Industrial Anomaly Detection✓ Link95.7397.4592.02ULSAD2024-10-21
Towards Total Online Unsupervised Anomaly Detection and Localization in Industrial Vision87.497.891.9LeMO2023-05-25
FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction82.597.9FastRecon2023-01-01
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection✓ Link82.596.1AdaCLIP2024-07-22
Towards Total Recall in Industrial Anomaly Detection✓ Link82.1295.66PatchCore2021-06-15
KAnoCLIP: Zero-Shot Anomaly Detection through Knowledge-Driven Prompt Learning and Enhanced Cross-Modal Integration77.898.3KAnoCLIP2025-01-07
Anomaly Detection using Score-based Perturbation Resilience✓ Link96.8ADSPR2023-01-01
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