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Graph Fraud Detection on Amazon (test)

97.78AUROCPMP
73.65279.91686.1892.444May 25, 2026

Evaluation results

MethodLinks
PMPTrain%=40%2026.0597.7891.888.74
PMPTrain%=30%2026.0597.791.8487.53
L2IRTrain%=40%2026.0597.6292.4689.05
L2IRTrain%=30%2026.0597.5891.7487.81
L2IRTrain%=20%2026.0597.5391.6887.9
PMPTrain%=20%2026.0597.4491.1886.67
DiffGraphTrain%=40%2026.0597.4190.486.95
L2IRTrain%=10%2026.0597.191.4387.52
DiffGraphTrain%=30%2026.0596.9790.3686.24
DiffGraphTrain%=20%2026.0596.7190.286.01
PMPTrain%=10%2026.0596.790.386.18
BWGNNTrain%=40%2026.0596.4491.5184.65
GraphConsisTrain%=40%2026.0596.1590.7184.48
DiffGraphTrain%=10%2026.0596.0388.7184.19
RGTANTrain%=40%2026.0596.0191.8787.7
CARE-GNNTrain%=40%2026.0595.7688.8485.01
CARE-GNNTrain%=30%2026.0595.488.1884.28
CARE-GNNTrain%=20%2026.0595.3188.5484.67
CARE-GNNTrain%=10%2026.0594.9788.2783.87
BWGNNTrain%=30%2026.0594.9791.5782.23
RGTANTrain%=30%2026.0594.6191.2384.86
GraphConsisTrain%=30%2026.0594.4290.4879.18
BWGNNTrain%=20%2026.0594.3891.1981.87
GraphConsisTrain%=20%2026.0594.0390.9782.36
GraphConsisTrain%=10%2026.0593.8490.5381.78
RGTANTrain%=10%2026.0593.489.5684.03
RGTANTrain%=20%2026.0593.3891.3184.66
BWGNNTrain%=10%2026.0593.2990.3381.3
Player2VecTrain%=20%2026.0582.0369.0241.71
Player2VecTrain%=10%2026.0581.7168.7141.04
Player2VecTrain%=30%2026.0581.5168.4241.05
Player2VecTrain%=40%2026.0581.2468.2140.25
FdGarsTrain%=40%2026.0578.8964.9626.84
FdGarsTrain%=20%2026.0578.7464.9126.74
FdGarsTrain%=30%2026.0578.4964.5426.41
FdGarsTrain%=10%2026.0578.4764.626.6
GraphSAGETrain%=40%2026.0575.2454.9320.67
GraphSAGETrain%=20%2026.0574.9256.2719.81
GraphSAGETrain%=30%2026.0574.8657.4520.4
GraphSAGETrain%=10%2026.0574.5854.8819.45