Shuttle

Benchmarks

Task Name	Dataset Name	SOTA Result
Anomaly Detection	shuttle	AUC1	61
kNN Classification	Shuttle	Accuracy99.4	30
Tabular Anomaly Detection	Shuttle	AUC-ROC1	23
Constrained Clustering	shuttle	Success Rate100	18
Clustering	shuttle	CPU Time0.68	18
Clustering	shuttle	Clustering Inertia293,144.76	18
Outlier Detection	shuttle (historical)	AUROC99.83	17
Outlier Detection	shuttle Group II	AUROC (%)99.51	14
Anomaly Detection	shuttle In-Domain	F1 Score98.55	10
Streaming Class-Incremental Learning	Shuttle	Accuracy (EN)91.6	10
Multi-class Classification	Shuttle	Average G-mean0.824	10
Multiclass Classification	shuttle	Weighted F11	9
Multiclass imbalanced classification	shuttle	AUC1	9
Multiclass Imbalanced Classification	shuttle	G-Mean1	9
Drift Detection	Shuttle Real	Accuracy99.44	8
Classification	shuttle	Balanced Accuracy0.9995	8
Classification	Shuttle unseen future domain	Error Rate0.24	7
Object Detection	Shuttle	mAP47.6	6
Contextual Bandit	Shuttle OpenML	Final Cumulative Regret106.9	6
Anomaly Detection	Shuttle Stationary	AUC0.996	6
Outlier Detection	shuttle	AUPRC0.978	5
Dimension Reduction	Shuttle 58000x9	Runtime (s)94	5
Mixture Proportion Estimation	Shuttle	MAE0.053	4
Random Forest Compilation	shuttle	Accuracy99.82	2
Clustering	shuttle	Metric-	0

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