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ResearchFormerly WizWand

Graph Fraud Detection on Yelp (test)

92.9AUROCPMP
58.704867.582476.4685.3376May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PMPTrain%=40%2026.0592.978.9271.01
L2IRTrain%=40%2026.0591.8578.1569.86
L2IRTrain%=30%2026.0591.7278.0268.51
PMPTrain%=30%2026.0591.3877.8967.58
L2IRTrain%=20%2026.0590.4277.4565.44
RGTANTrain%=40%2026.0589.3578.4168.87
L2IRTrain%=10%2026.0589.2375.1760.93
BWGNNTrain%=30%2026.0588.6978.3967.19
CARE-GNNTrain%=40%2026.0588.6273.7864.81
PMPTrain%=20%2026.0588.574.8360.29
BWGNNTrain%=40%2026.0588.2678.2766.58
DiffGraphTrain%=40%2026.0588.1176.2562.7
RGTANTrain%=30%2026.0588.0277.9666.36
CARE-GNNTrain%=30%2026.0587.9572.9962.31
BWGNNTrain%=20%2026.0587.5675.5764.23
DiffGraphTrain%=30%2026.0587.4875.8962.32
CARE-GNNTrain%=20%2026.0587.471.9460.57
GraphConsisTrain%=40%2026.0587.0275.9757.93
RGTANTrain%=20%2026.0586.9775.8864.39
DiffGraphTrain%=20%2026.0586.9274.9960
CARE-GNNTrain%=10%2026.0586.3370.9357.74
GraphConsisTrain%=30%2026.0586.2174.5652.78
RGTANTrain%=10%2026.0586.0574.6758.82
PMPTrain%=10%2026.058672.153.93
DiffGraphTrain%=10%2026.0585.9473.2156.87
BWGNNTrain%=10%2026.0585.8774.1158.74
GraphConsisTrain%=20%2026.0584.8974.1750.59
GraphConsisTrain%=10%2026.0581.6471.5143.15
FdGarsTrain%=20%2026.0573.2160.7424.99
FdGarsTrain%=30%2026.0573.1260.6824.72
FdGarsTrain%=10%2026.0573.0360.7224.9
FdGarsTrain%=40%2026.0572.860.4924.45
Player2VecTrain%=40%2026.0565.2359.5224.04
Player2VecTrain%=30%2026.0565.2359.5724.57
Player2VecTrain%=20%2026.0563.6758.2322.28
GraphSAGETrain%=30%2026.0561.5749.619.82
Player2VecTrain%=10%2026.0561.0857.421.44
GraphSAGETrain%=20%2026.0561.0249.3818.98
GraphSAGETrain%=40%2026.0560.8248.4719.37
GraphSAGETrain%=10%2026.0560.0249.7218.79