OpenCodePapers
unsupervised-anomaly-detection-on-vehicle
Unsupervised Anomaly Detection
Results over time
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Paper
Code
AUC
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ModelName
ReleaseDate
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Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings
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65.43
SOM
2022-10-25
Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings
✓ Link
59.42
Isolation Forest
2022-10-25
Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings
✓ Link
58.59
Latent Outlier Exposure
2022-10-25
Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings
✓ Link
57.03
NeuTraL-AD
2022-10-25
Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings
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55.38
RSRAE
2022-10-25
Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings
✓ Link
53.82
SOM-DAGMM
2022-10-25
Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings
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52.86
Local Outlier Factor
2022-10-25
Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings
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51.68
One Class Support Vector Machines
2022-10-25
Unsupervised Anomaly Detection for Auditing Data and Impact of Categorical Encodings
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51.22
DAGMM
2022-10-25