KDDCUP

Benchmarks

Task Name	Dataset Name	SOTA Result
Tabular Anomaly Detection	KDDCUP99 Smtp	AUC-ROC0.959	23
Forecasting	KDDCup	CRPS0.2468	22
Tabular Anomaly Detection	KDDCUP99 Http	AUC-ROC100	14
Time-series Forecasting	KDDCup (test)	CRPS0.356	12
Clustering	KDDCUP	ARI0.87	8
OOD detection	KDDCUP-Rev	F1 Score98.9	6
OOD detection	KDDCUP	F1 Score0.9899	6
Density Estimation	KDDCup2k Twenty Datasets (test)	Log-Likelihood-2.13	4
Anomaly Detection	Kddcup99 (5-fold stratified cross-validation)	PRC AUC0.5185	4
Anomaly Detection	KDDCUP99	AUC0.92	3
Unconditional generation	KDDCup GluonTS (test)	2-Wasserstein Distance7.192	2
Unconditional generation	KDDCup GluonTS	CRPS0.466	2

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