Bank

Benchmarks

Task Name	Dataset Name	SOTA Result
Classification	Bank	Accuracy96.9	25
Short-text Clustering	Bank 77 (test)	NMI85.15	22
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	Balanced Accuracy85.993	8
Multi-label classification	bank	Accuracy63.19	7
Classification	bank UCI/KEEL (test)	Accuracy89.31	6
Classification	bank UCI (test)	Accuracy98.8	6
Shapley value approximation	bank	MSE0.0041	6
Future Window Prediction	Bank	MAE0.79	6
Current Window Prediction	Bank	MAE0.35	6
Previous Window Prediction	Bank	MAE0.76	6
domain-specific question answering	bank	Accuracy87.94	5
Fairness Testing	Bank	Count of Individual Fairness Disparities1,744	5
Fairness Quantification	Bank	Disparity Gap0	4
Counterfactual Dataset Generation	Bank (test)	CFDs Found24	3
Regression	bank (test)	MSE0.0192	3
Accuracy Estimation	Bank	Mean Error (Mean)5.4	3
Model Allocation	Bank	AUC76	1

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