OpenCodePapers
anomaly-classification-on-goodsad
Anomaly Classification
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Paper
Code
AUPR
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AUROC
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ModelName
ReleaseDate
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Towards Total Recall in Industrial Anomaly Detection
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86.1
85.5
PatchCore-100%
2021-06-15
Towards Total Recall in Industrial Anomaly Detection
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83.3
81.4
PatchCore-1%
2021-06-15
SimpleNet: A Simple Network for Image Anomaly Detection and Localization
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78.7
75.3
SimpleNet
2023-03-27
CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows
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75.3
71.2
CFLOW-AD
2021-07-27
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization
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71.8
67.3
NSA
2021-09-30
DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection
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71
65.9
DRAEM
2021-08-17
Sub-Image Anomaly Detection with Deep Pyramid Correspondences
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68.7
64.1
SPADE
2020-05-05
Anomaly Detection via Reverse Distillation from One-Class Embedding
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68.2
66.5
RD4AD
2022-01-26
f-AnoGAN: Fast Unsupervised Anomaly Detection with Generative Adversarial Networks
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66.6
62.8
f-AnoGAN
2019-01-30
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization
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62.8
60.2
CutPaste
2021-04-08
MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly Detection
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86.1
MiniMaxAD-fr
2024-05-16