Fraud Detection

Benchmarks

Dataset Name	SOTA Method	Metric
Amazon (test)	Grad	AUC97.89	38	1mo ago
YelpChi (test)	Grad	AUC99.08	35	1mo ago
PAYSIM	QT-GNN	F1 Score99	29	1mo ago
Ethereum	UniDetect	Precision91.39	21	4d ago
Generator 4000 frauds horizon Neural Network	FRAUD-RLA	Average Cumulative Reward0.97	18	1mo ago
Generator 1000 frauds horizon Neural Network	FRAUD-RLA	Average Cumulative Reward0.93	18	1mo ago
Generator Neural Network 300 frauds horizon		Average Cumulative Reward90	18	1mo ago
Amazon Clothing	BRIDGE-GCN	Max F138.4	17	16d ago
Amazon Electronics	BRIDGE-TFConv	Max F1 Score50	17	16d ago
Amazon Movies	BRIDGE-TOKENXATTN	F1 Score80.5	17	16d ago
Dataset 1		Performance100	16	1mo ago
Amazon (40% train ratio)	RioGNN	AUC0.9619	16	1mo ago
Amazon 20% ratio (train)	RioGNN	AUC95.63	16	1mo ago
Amazon 10% ratio (train)	RioGNN	AUC95.41	16	1mo ago
Amazon 5% ratio (train)	RioGNN	AUC95.44	16	1mo ago
Yelp (40% train ratio)	RioGNN	AUC83.54	16	1mo ago
Yelp 20% (train)	RioGNN	AUC0.8231	16	1mo ago
Yelp 10% ratio (train)	RioGNN	AUC83.72	16	1mo ago
Yelp (5% train ratio)	RioGNN	AUC0.8197	16	1mo ago
IEEE-CIS	TabM	F182	15	1mo ago
CCFRAUD	TabM	F1 Score0.66	15	1mo ago
CCF	XGBoost	F1 Score89	15	1mo ago
PromotionAbuse	FraudCoT	Macro F1 Score77.95	15	1mo ago
DigitalMusic	FraudCoT	Macro F1 Score84.23	15	1mo ago
InstantVideo	FraudCoT	Macro F1 Score83.21	15	1mo ago

Showing 25 of 51 rows