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Credit Card Fraud Detection on BankSim (Precision@K)

97.6Precision@K

Updated 21d ago

Evaluation Results

Method	Links
RF 2025.08		97.6
FN 2025.08		97.6
FN 2025.08		96.9
RF 2025.08		96.4
RF 2025.08		96.2
FN 2025.08		96.2
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		96.2
RF 2025.08		96.2
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		96.2
FN 2025.08		95.9
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		95.9
FN 2025.08		95.8
FN 2025.08		95.7
FN 2025.08		95.5
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		95.3
FN 2025.08		95.3
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		95.3
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		95.2
RF 2025.08		95.2
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		95.2
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		94.8
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		94.8
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		94.8
SVM 2025.08		94.5
FN 2025.08		94.5
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		94.4
RF 2025.08		94.1
FN 2025.08		93.8
RF 2025.08		93.8
RF 2025.08		93.6
RF 2025.08		93.4
RF 2025.08		93.3
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		92.9
SVM 2025.08		92.8
FN 2025.08		92.4
SVM 2025.08		92.1
RF 2025.08		92
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		91.9
RF 2025.08		91.2
SVM 2025.08		91
FN 2025.08		91
FN 2025.08		90.7
SVM 2025.08		89.8
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		89.6
SVM 2025.08		88.9
SVM 2025.08		88.6
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		88.3
RF 2025.08		88
FN 2025.08		87.7
SVM 2025.08		85.2
RF 2025.08		85.2
L 2025.08		83.4
FN 2025.08		83.3
RF 2025.08		81.9
KNN 2025.08		81
SVM 2025.08		80.2
SVM 2025.08		80
KNN 2025.08		80
SVM 2025.08		78.3
L 2025.08		77.9
FN 2025.08		77.9
L-SSL 2025.08		77.8
KNN 2025.08		77.2
L-SSL 2025.08		77.2
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		77
RF 2025.08		76.6
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		76.4
FN 2025.08		75.6
RF 2025.08		75.1
L 2025.08		74.5
L-SSL 2025.08		74.5
SVM 2025.08		72.1
SVM 2025.08		72.1
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		71.5
SVM 2025.08		70.9
L-SSL 2025.08		70.7
RF 2025.08		70.1
L-SSL 2025.08		70
KNN 2025.08		70
FN 2025.08		70
SVM 2025.08		69.8
L-SSL 2025.08		69.3
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		68.4
RF 2025.08		68.1
SVM 2025.08		67.9
FN 2025.08		67.7
RF 2025.08		66.9
Semi-Supervised Bayesian GANs with Log-Signatures 2025.08		65.5
L 2025.08		65.3
FN 2025.08		64.9
SVM 2025.08		63.6
L-SSL 2025.08		62.1
SVM 2025.08		59.4
L 2025.08		58.3
KNN 2025.08		57.9
SVM 2025.08		57.3
L-SSL 2025.08		56
L-SSL 2025.08		55.9
KNN 2025.08		54.9
L 2025.08		54.5

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