Graph Classification on CKuzushiji-75sp unbiased (test)
57.8AccuracyDisCGCN
Evaluation Results
| Method | Links | |
|---|---|---|
| DisCGCNBias=0.82022.09 | 57.8 | |
| DiSCGCNIIBias=0.82022.09 | 56.23 | |
| DisCBackbone=GCN, Bias factor=0.82022.09 | 55.53 | |
| DiSCGINBias=0.82022.09 | 55.47 | |
| DisCBackbone=GIN, Bias factor=0.82022.09 | 55.18 | |
| DisCBackbone=GCNII, Bias factor=0.82022.09 | 54.9 | |
| DisCGCNBias=0.92022.09 | 51.6 | |
| StableGNNBias factor=0.82022.09 | 49.41 | |
| DiSCGCNIIBias=0.92022.09 | 49.1 | |
| LDDBackbone=GCNII, Bias factor=0.82022.09 | 48.7 | |
| GCNIIBias factor=0.82022.09 | 48.53 | |
| DisCBackbone=GCN, Bias factor=0.92022.09 | 48.13 | |
| DiffPoolBias factor=0.82022.09 | 45.46 | |
| DisCBackbone=GCNII, Bias factor=0.92022.09 | 44.73 | |
| DiSCGINBias=0.92022.09 | 43.2 | |
| FactorGCNBias factor=0.82022.09 | 42.87 | |
| LDDBackbone=GCN, Bias factor=0.82022.09 | 42.38 | |
| GINBias factor=0.82022.09 | 41.83 | |
| DisCBackbone=GIN, Bias factor=0.92022.09 | 41.75 | |
| DisCGCNBias=0.952022.09 | 41.6 | |
| LDDBackbone=GCNII, Bias factor=0.92022.09 | 41.59 | |
| DiSCGCNIIBias=0.952022.09 | 41.05 | |
| GCNIIBias=0.82022.09 | 39.93 | |
| StableGNNBias factor=0.92022.09 | 39.3 | |
| GINBias=0.82022.09 | 39.25 | |
| LDDBackbone=GCN, Bias factor=0.92022.09 | 38.75 | |
| GCNBias factor=0.82022.09 | 38.45 | |
| LDDBackbone=GIN, Bias factor=0.82022.09 | 37.83 | |
| DisCBackbone=GCNII, Bias factor=0.952022.09 | 36.95 | |
| DisCBackbone=GCN, Bias factor=0.952022.09 | 36.63 | |
| GCNBias=0.82022.09 | 36.35 | |
| GCNIIBias factor=0.92022.09 | 36.23 | |
| DiffPoolBias factor=0.92022.09 | 36.18 | |
| LDDBackbone=GCNII, Bias factor=0.952022.09 | 33.93 | |
| LDDBackbone=GCN, Bias factor=0.952022.09 | 33.08 | |
| FactorGCNBias factor=0.92022.09 | 32.35 | |
| DiSCGINBias=0.952022.09 | 31.33 | |
| GINBias=0.92022.09 | 30.75 | |
| GCNIIBias=0.92022.09 | 30.33 | |
| DisCBackbone=GIN, Bias factor=0.952022.09 | 30.25 | |
| GINBias factor=0.92022.09 | 30.09 | |
| LDDBackbone=GIN, Bias factor=0.92022.09 | 28.97 | |
| GCNBias factor=0.92022.09 | 28.35 | |
| StableGNNBias factor=0.952022.09 | 28.26 | |
| GCNBias=0.92022.09 | 27.88 | |
| DiffPoolBias factor=0.952022.09 | 27.45 | |
| GCNIIBias factor=0.952022.09 | 25.6 | |
| FactorGCNBias factor=0.952022.09 | 23.87 | |
| GCNIIBias=0.952022.09 | 23.09 | |
| GINBias=0.952022.09 | 22.35 | |
| LDDBackbone=GIN, Bias factor=0.952022.09 | 22.13 | |
| GINBias factor=0.952022.09 | 21.18 | |
| GCNBias factor=0.952022.09 | 20.7 | |
| GCNBias=0.952022.09 | 19.95 | |
| DIRBias factor=0.92022.09 | 10.72 | |
| DIRBias factor=0.952022.09 | 10.59 | |
| DIRBias=0.952022.09 | 10.59 | |
| DIRBias=0.82022.09 | 10.48 | |
| DIRBias factor=0.82022.09 | 10.35 | |
| DIRBias=0.92022.09 | 10.33 |