Bank

Benchmarks

Task Name	Dataset Name	SOTA Result
Fair Clustering	BANK-40K	Cost678	52
Classification	Bank	F1 Score83.55	48
Clustering	BANK-40K	Average CPU Time (s)1.77	36
Short-text Clustering	Bank 77 (test)	NMI85.15	22
Defense against adaptive adversarial attacks	Bank	Accuracy87.46	18
Algorithmic Recourse	Bank (10-fold cross-validation)	Recourse Cost (MPS)0.17	16
Binary Classification	bank	AUC93.51	16
Anomaly Detection	bank	ROC-AUC0.6805	14
Anomaly Detection	Bank	Training Time0	14
Anomaly Detection	bank	PR-AUC27.71	14
Counterfactual Explanations	bank	Validity48.8	14
Classification	bank	Balanced Accuracy85.993	14
Dynamic Feature Selection	Bank 5-fold CV	AUAC-F180.37	13
Counterfactual Explanation	Bank Protocol B, B=64	Validity1	12
Classification	Bank 30% MCAR	F1 Score81	12
Missing data imputation	Bank 30% MCAR	Average Error0.095	11
Multi-task Classification	Bank (test)	F1 Score73.8	10
Classification	Bank real-world (test)	Accuracy90.6	10
Tabular Data Synthesis	Bank (test)	AUC0.935	10
Tabular Data Synthesis	Bank	Density Similarity (Single Column)0.998	9
CASH	bank32nh (test)	Test Error18.07	9
Classification	Bank (three random train-test splits)	Accuracy89.7	8
Tabular Classification	Bank	Mean AUC-ROC91.92	7
Multi-label classification	bank	Accuracy63.19	7
Decision Tree Rashomon Set construction	Bank	Runtime (s)2.43	6

Showing 25 of 46 rows