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ResearchFormerly WizWand

Graph Classification on CKuzushiji-75sp unbiased (test)

57.8AccuracyDisCGCN
8.431221.248134.06546.8819Sep 28, 2022
Updated 8mo ago

Evaluation results

MethodLinks
DisCGCNBias=0.82022.0957.8
DiSCGCNIIBias=0.82022.0956.23
DisCBackbone=GCN, Bias factor=0.82022.0955.53
DiSCGINBias=0.82022.0955.47
DisCBackbone=GIN, Bias factor=0.82022.0955.18
DisCBackbone=GCNII, Bias factor=0.82022.0954.9
DisCGCNBias=0.92022.0951.6
StableGNNBias factor=0.82022.0949.41
DiSCGCNIIBias=0.92022.0949.1
LDDBackbone=GCNII, Bias factor=0.82022.0948.7
GCNIIBias factor=0.82022.0948.53
DisCBackbone=GCN, Bias factor=0.92022.0948.13
DiffPoolBias factor=0.82022.0945.46
DisCBackbone=GCNII, Bias factor=0.92022.0944.73
DiSCGINBias=0.92022.0943.2
FactorGCNBias factor=0.82022.0942.87
LDDBackbone=GCN, Bias factor=0.82022.0942.38
GINBias factor=0.82022.0941.83
DisCBackbone=GIN, Bias factor=0.92022.0941.75
DisCGCNBias=0.952022.0941.6
LDDBackbone=GCNII, Bias factor=0.92022.0941.59
DiSCGCNIIBias=0.952022.0941.05
GCNIIBias=0.82022.0939.93
StableGNNBias factor=0.92022.0939.3
GINBias=0.82022.0939.25
LDDBackbone=GCN, Bias factor=0.92022.0938.75
GCNBias factor=0.82022.0938.45
LDDBackbone=GIN, Bias factor=0.82022.0937.83
DisCBackbone=GCNII, Bias factor=0.952022.0936.95
DisCBackbone=GCN, Bias factor=0.952022.0936.63
GCNBias=0.82022.0936.35
GCNIIBias factor=0.92022.0936.23
DiffPoolBias factor=0.92022.0936.18
LDDBackbone=GCNII, Bias factor=0.952022.0933.93
LDDBackbone=GCN, Bias factor=0.952022.0933.08
FactorGCNBias factor=0.92022.0932.35
DiSCGINBias=0.952022.0931.33
GINBias=0.92022.0930.75
GCNIIBias=0.92022.0930.33
DisCBackbone=GIN, Bias factor=0.952022.0930.25
GINBias factor=0.92022.0930.09
LDDBackbone=GIN, Bias factor=0.92022.0928.97
GCNBias factor=0.92022.0928.35
StableGNNBias factor=0.952022.0928.26
GCNBias=0.92022.0927.88
DiffPoolBias factor=0.952022.0927.45
GCNIIBias factor=0.952022.0925.6
FactorGCNBias factor=0.952022.0923.87
GCNIIBias=0.952022.0923.09
GINBias=0.952022.0922.35
LDDBackbone=GIN, Bias factor=0.952022.0922.13
GINBias factor=0.952022.0921.18
GCNBias factor=0.952022.0920.7
GCNBias=0.952022.0919.95
DIRBias factor=0.92022.0910.72
DIRBias factor=0.952022.0910.59
DIRBias=0.952022.0910.59
DIRBias=0.82022.0910.48
DIRBias factor=0.82022.0910.35
DIRBias=0.92022.0910.33