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Fraud Detection on YelpChi (test)

99.08AUC

Grad

Updated 4d ago

Evaluation Results

Method	Links
Grad 2025.12		99.08	-	96.44
Grad-w/o Gui 2025.12		92.54	-	73.15
GTAN 2024.12		92.41	79.88	75.13
BWGNN 2025.12		90.22	-	63.78
AMNet 2025.12		85.85	-	57.77
Grad-w/o Gen 2025.12		84.83	-	54.89
MLP 2025.12		82.42	-	31.27
PC-GNN 2024.12		81.74	66.82	48.1
SVM 2025.12		81.34	-	50.25
GraphSAGE 2025.12		80.44	-	46.83
TGEditor 2025.12		80.43	-	51.35
MixHop 2025.12		79.56	-	45.29
CARE-GNN 2024.12		79.34	64.93	42.68
CARE-GNN 2025.12		77.96	-	36.63
FdGars 2024.12		73.32	44.2	27.09
GPRGNN 2025.12		73.11	-	32.97
GraphConsis 2024.12		70.6	60.41	33.31
Player2Vec 2024.12		70.03	41.21	24.73
Grad-w/o WFu 2025.12		66.55	-	29.95
GCN 2025.12		60.34	-	23.69
GAT 2025.12		59.82	-	23.48
GDC + GCN 2025.12		56.93	-	18.94
GraphSAGE 2024.12		53.64	45.08	17.12
GEM 2024.12		52.7	10.6	18.07
Semi-GNN 2024.12		51.61	10.23	18.11