Bank
Benchmarks
TaskDatasetSOTA resultTrendResults
BANK-40K
678Cost
52
Bank
83.55F1 Score
48
BANK-40K
1.77Average CPU Time (s)
36
Bank 77 (test)
85.15NMI
22
Bank
87.46Accuracy
18
Bank (10-fold cross-validation)
0.17Recourse Cost (MPS)
16
bank
93.51AUC
16
bank
0.681ROC-AUC
14
Bank
0Training Time
14
bank
27.71PR-AUC
14
BANK
90.5Accuracy
14
bank
48.8Validity
14
bank
85.993Balanced Accuracy
14
Bank 5-fold CV
80.37AUAC-F1
13
Bank Protocol B, B=64
1Validity
12
Bank 30% MCAR
81F1 Score
12
bank
36.57F1 Score
11
Bank 30% MCAR
0.095Average Error
11
Bank (test)
73.8F1 Score
10
Bank real-world (test)
90.6Accuracy
10
Bank (test)
0.935AUC
10
Bank
0.998Density Similarity (Single Column)
9
bank32nh (test)
18.07Test Error
9
Bank (three random train-test splits)
89.7Accuracy
8
Bank
91.92Mean AUC-ROC
7