Credit Card Fraud Detection on BankSim (test)

86.4Macro F1 Score

Updated 21d ago

Evaluation Results

Method	Links
FN 2025.08		86.4
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		85.8
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		85.6
FN 2025.08		85.5
RF 2025.08		83.7
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		83.3
FN 2025.08		83
SVM 2025.08		82.2
FN 2025.08		81.9
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		81.9
RF 2025.08		81.7
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		81
FN 2025.08		80.8
SVM 2025.08		80
RF 2025.08		74.2
SVM 2025.08		72.8
RF 2025.08		72.5
SVM 2025.08		69.2
RF 2025.08		69.1
NB 2025.08		64.5
KNN 2025.08		64.4
NB 2025.08		64.3
NB 2025.08		64.1
NB 2025.08		64
SVM 2025.08		64
NB 2025.08		63.9
LReg 2025.08		61.7
KNN 2025.08		60
LReg 2025.08		58
LReg-SSL 2025.08		56
LReg-SSL 2025.08		54.8
KNN 2025.08		54.8
KNN 2025.08		54.8
KNN 2025.08		53.6
LReg 2025.08		53.2
LReg 2025.08		53.1
LReg 2025.08		53
LReg-SSL 2025.08		51.5
LReg-SSL 2025.08		51
LReg-SSL 2025.08		50.5