banknote

Benchmarks

Task Name	Dataset Name	SOTA Result
Classification	banknote	F1 Score100	26
Counterfactual Explanation Generation	Banknote	R1	23
Regression	Banknote	Standard Deviation0	20
Classification	BankNote	AUC87.3	18
Classification	banknote	Accuracy100	18
Execution time measurement	BankNote 50% MNAR	Training Time0.011	15
Classification	banknote (5-fold cross-validation)	Macro F1 Score100	12
Clustering	Banknote 4D	ARI1	10
Cluster Validation	Banknote	PWRS0.857	10
Classification	Banknote	Average Accuracy99.8	10
Clustering	Banknote	ARI0.71	9
Outlier Detection	Banknote	Precision-s54.43	9
Classification	banknote	Accuracy100	7
Abductive Explanation Generation	Banknote (test)	Avg Execution Time (ms)1.38	6
Classification	Banknote	Accuracy (Avg)99.84	6
Regression	Banknote	Avg Rel Abs Error4	6
Hierarchical Clustering	Banknote	Dendrogram Purity98	6
Classification	banknote	Average running time (s)0.002	6
Classification	banknote	Rule Score28.2	4
Abductive Explanation Generation	Banknote Rejected	Average Explanation Size1.04	3
Abductive Explanation Generation	Banknote	Average Explanation Size1.37	3
SHAP value approximation	banknote (test)	R^20.965	2
Classification	Banknote 10-fold CV 1462	Log-Loss0.003	2
Random Forest Compilation	banknote	Accuracy96.6	2

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