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ResearchFormerly WizWand

Graph Classification on CMNIST-75sp unbiased (test)

82.73AccuracyDisCGCN
6.851626.550846.2565.9492Sep 28, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DisCGCNBias=0.82022.0982.73
DisCBackbone=GCN, Bias factor=0.82022.0982.6
DisCBackbone=GIN, Bias factor=0.82022.0982.1
DiSCGCNIIBias=0.82022.0979.65
DisCBackbone=GCNII, Bias factor=0.82022.0979.5
DisCBackbone=GCN, Bias factor=0.92022.0978.14
LDDBackbone=GCNII, Bias factor=0.82022.0978.03
DiSCGINBias=0.82022.0977.8
DisCGCNBias=0.92022.0977.7
StableGNNBias factor=0.82022.0977.65
DiSCGCNIIBias=0.92022.0976.63
DisCBackbone=GCNII, Bias factor=0.92022.0976
DisCBackbone=GIN, Bias factor=0.92022.0974.9
DiSCGINBias=0.92022.0973
FactorGCNBias factor=0.82022.0972.3
GCNIIBias factor=0.82022.0969.7
LDDBackbone=GCNII, Bias factor=0.92022.0969.53
StableGNNBias factor=0.92022.0968.87
DisCGCNBias=0.952022.0965.48
LDDBackbone=GCN, Bias factor=0.82022.0964.95
LDDBackbone=GIN, Bias factor=0.82022.0964.88
DisCBackbone=GCN, Bias factor=0.952022.0963.47
FactorGCNBias factor=0.92022.0962.35
DiffPoolBias factor=0.82022.0962.35
DisCBackbone=GCNII, Bias factor=0.952022.0960.54
DiSCGCNIIBias=0.952022.0960
DiSCGINBias=0.952022.0958.8
DisCBackbone=GIN, Bias factor=0.952022.0958.58
GINBias factor=0.82022.0957.75
GCNIIBias factor=0.92022.0957.68
LDDBackbone=GCN, Bias factor=0.92022.0956.65
GCNIIBias=0.82022.0953.5
StableGNNBias factor=0.952022.0951.33
LDDBackbone=GCNII, Bias factor=0.952022.0951.05
LDDBackbone=GIN, Bias factor=0.92022.0950.59
GCNBias factor=0.82022.0950.43
GINBias=0.82022.0948.93
DiffPoolBias factor=0.952022.0947.12
LDDBackbone=GCN, Bias factor=0.952022.0946.83
DiffPoolBias factor=0.92022.0945.78
GCNIIBias=0.92022.0945.52
FactorGCNBias factor=0.952022.0942.5
GCNIIBias factor=0.952022.0941
GCNBias=0.82022.0936.88
GINBias factor=0.92022.0936.78
GINBias=0.92022.0934.95
GCNIIBias=0.952022.0932.6
LDDBackbone=GIN, Bias factor=0.952022.0931.23
GCNBias factor=0.92022.0928.97
GCNBias=0.92022.0923.07
GINBias factor=0.952022.0916.04
GINBias=0.952022.0914.53
GCNBias factor=0.952022.0913.5
GCNBias=0.952022.0911.88
DIRBias=0.82022.0910.38
DIRBias=0.92022.0910.14
DIRBias factor=0.952022.0910.03
DIRBias factor=0.82022.099.98
DIRBias factor=0.92022.099.96
DIRBias=0.952022.099.77