Fraud Detection on Synthetic Credit Card Fraud (test) benchmark leaderboard · SOTA2 Research

Fraud Detection on Synthetic Credit Card Fraud (test)

0.9513PrecisionRandom Forest

Evaluation Results

Method	Links
Random Forest2025.07		0.9513	0.8882	0.9174	0.9589
Random Forest2025.07		0.9461	0.8907	0.9166	0.95
XGBoost2025.07		0.9374	0.9013	0.919	0.9963
Random Forest2025.07		0.934	0.8967	0.9145	0.9733
XGBoost2025.07		0.9079	0.8542	0.8792	0.9965
XGBoost2025.07		0.9028	0.8703	0.8859	0.9963
KNN2025.07		0.7589	0.772	0.7653	0.8198
KNN2025.07		0.7589	0.772	0.7653	0.8198
KNN2025.07		0.7589	0.772	0.7653	0.8198
Logistic Regression2025.07		0.6514	0.6668	0.6587	0.8264
Logistic Regression2025.07		0.6511	0.6647	0.6576	0.826
Logistic Regression2025.07		0.6507	0.6712	0.6603	0.8278