Active Speaker Detection on Amazon-Fraud

Metric: AUC-ROC (higher is better)

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#	Model↕	AUC-ROC▼	Extra Data	Paper	Date↕	Code
1	LEX-GNN	97.91	No	-	-	Code
2	GTAN	97.5	No	Semi-supervised Credit Card Fraud Detection via ...	2024-12-24	Code
3	RLC-GNN	97.48	No	-	-	-
4	RioGNN	96.19	No	Reinforced Neighborhood Selection Guided Multi-R...	2021-04-16	Code
5	PC-GNN	95.86	No	-	-	Code
6	CARE-GNN	89.73	No	Enhancing Graph Neural Network-based Fraud Detec...	2020-08-19	Code

#1LEX-GNN
97.91
AUC-ROC
No paperCode
#2GTANSOTA
97.5
AUC-ROC· 2024-12-24
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation Code
#3RLC-GNN
97.48
AUC-ROC
No paper
#4RioGNNSOTA
96.19
AUC-ROC· 2021-04-16
Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks Code
#5PC-GNN
95.86
AUC-ROC
No paperCode
#6CARE-GNNSOTA
89.73
AUC-ROC· 2020-08-19
Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters Code