Anomaly Detection on Vehicle Claims

Metric: AUC (higher is better)

LeaderboardDataset

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Results

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#	Model↕	AUC▼	Augmentations	Paper	Date↕	Code
1	Random Forest	98.65	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
2	Gradient Boosting	95.88	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
3	SOM	65.43	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
4	Isolation Forest	59.42	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
5	Latent Outlier Exposure	58.59	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
6	NeuTraL-AD	57.03	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
7	RSRAE	55.38	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
8	SOM-DAGMM	53.82	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
9	Local Outlier Factor	52.86	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
10	One Class Support Vector Machines	51.68	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code
11	DAGMM	51.22	No	Unsupervised Anomaly Detection for Auditing Data...	2022-10-25	Code