Graph Classification on CFashion-75sp unbiased (test)
68.28AccuracyDisCGCN
Evaluation Results
| Method | Links | |
|---|---|---|
| DisCGCNBias=0.92022.09 | 68.28 | |
| DisCGCNBias=0.82022.09 | 67.9 | |
| DiSCGINBias=0.82022.09 | 67.15 | |
| DisCBackbone=GIN, Bias factor=0.82022.09 | 67.1 | |
| DisCBackbone=GCN, Bias factor=0.82022.09 | 66.85 | |
| GCNIIBias factor=0.82022.09 | 66.68 | |
| DisCBackbone=GCNII, Bias factor=0.82022.09 | 66.47 | |
| DisCBackbone=GCNII, Bias factor=0.92022.09 | 65.48 | |
| DisCBackbone=GCN, Bias factor=0.92022.09 | 65.33 | |
| LDDBackbone=GIN, Bias factor=0.82022.09 | 64.65 | |
| LDDBackbone=GCN, Bias factor=0.92022.09 | 64.3 | |
| GINBias factor=0.82022.09 | 64.25 | |
| StableGNNBias factor=0.82022.09 | 64.03 | |
| DisCBackbone=GCN, Bias factor=0.952022.09 | 63.93 | |
| LDDBackbone=GCN, Bias factor=0.82022.09 | 63.85 | |
| DisCGCNBias=0.952022.09 | 63.77 | |
| GCNBias factor=0.82022.09 | 63.6 | |
| DiSCGCNIIBias=0.92022.09 | 63.05 | |
| DiffPoolBias factor=0.82022.09 | 62.82 | |
| LDDBackbone=GCN, Bias factor=0.952022.09 | 62.28 | |
| DiSCGCNIIBias=0.952022.09 | 61.78 | |
| DisCBackbone=GCNII, Bias factor=0.952022.09 | 61.75 | |
| FactorGCNBias factor=0.82022.09 | 61.23 | |
| GCNIIBias factor=0.92022.09 | 60.58 | |
| DiSCGCNIIBias=0.82022.09 | 60.5 | |
| DiSCGINBias=0.92022.09 | 59.98 | |
| DisCBackbone=GIN, Bias factor=0.92022.09 | 59.9 | |
| GCNBias=0.82022.09 | 59.33 | |
| GINBias=0.82022.09 | 58.88 | |
| GCNIIBias=0.82022.09 | 58.85 | |
| StableGNNBias factor=0.92022.09 | 58.26 | |
| GINBias factor=0.92022.09 | 58.03 | |
| LDDBackbone=GCNII, Bias factor=0.952022.09 | 57.93 | |
| DiffPoolBias factor=0.92022.09 | 57.5 | |
| GCNBias factor=0.92022.09 | 57.22 | |
| LDDBackbone=GIN, Bias factor=0.92022.09 | 57.1 | |
| DisCBackbone=GIN, Bias factor=0.952022.09 | 55.8 | |
| LDDBackbone=GCNII, Bias factor=0.92022.09 | 54.09 | |
| GCNIIBias=0.92022.09 | 53.98 | |
| GINBias=0.92022.09 | 53.8 | |
| GCNBias=0.92022.09 | 53.65 | |
| FactorGCNBias factor=0.92022.09 | 53.5 | |
| LDDBackbone=GIN, Bias factor=0.952022.09 | 53.38 | |
| GCNIIBias factor=0.952022.09 | 53.18 | |
| DiSCGINBias=0.952022.09 | 51.7 | |
| StableGNNBias factor=0.952022.09 | 51.46 | |
| FactorGCNBias factor=0.952022.09 | 50.86 | |
| DiffPoolBias factor=0.952022.09 | 50.86 | |
| LDDBackbone=GCNII, Bias factor=0.82022.09 | 50.63 | |
| GINBias factor=0.952022.09 | 49.74 | |
| GINBias=0.952022.09 | 48.43 | |
| GCNBias factor=0.952022.09 | 47.69 | |
| GCNIIBias=0.952022.09 | 46.97 | |
| GCNBias=0.952022.09 | 45.6 | |
| DIRBias=0.82022.09 | 16.77 | |
| DIRBias=0.92022.09 | 16.51 | |
| DIRBias factor=0.82022.09 | 13.02 | |
| DIRBias factor=0.92022.09 | 12.8 | |
| DIRBias=0.952022.09 | 12.59 | |
| DIRBias factor=0.952022.09 | 11.98 |