Graph Classification on D&D (test)
81.6AccuracyRetGK
Evaluation Results
| Method | Links | |
|---|---|---|
| RetGKgamma=12019.05 | 81.6 | |
| RetGKgamma=112019.05 | 81 | |
| HGP-SLCategory=Proposed2019.11 | 80.96 | |
| WL2019.05 | 79.78 | |
| DGCNN2019.05 | 79.37 | |
| EdgePoolCategory=Pooling2019.11 | 79.2 | |
| GCN2019.05 | 79.12 | |
| GFN2019.05 | 78.78 | |
| SPCategory=Kernels2019.11 | 78.72 | |
| SAGPoolCategory=Pooling2019.11 | 78.7 | |
| EigenPoolCategory=Pooling2019.11 | 78.63 | |
| GFN-light2019.05 | 78.62 | |
| DiffPoolCategory=Pooling2019.11 | 78.61 | |
| EigenGCN-3H (number of pooling operators)=32019.04 | 78.6 | |
| HGP-SLHOPCategory=Proposed2019.11 | 78.42 | |
| HGP-SLDENCategory=Proposed2019.11 | 78.11 | |
| Diff-poolpooling=hierarchical2019.04 | 78 | |
| DGCNNpooling=flat2019.04 | 77.8 | |
| EigenGCN-1H (number of pooling operators)=12019.04 | 77.5 | |
| GATCategory=GNNs2019.11 | 77.3 | |
| HGP-SLNSLCategory=Proposed2019.11 | 77.24 | |
| gPoolCategory=Pooling2019.11 | 77.02 | |
| EigenGCN-2H (number of pooling operators)=22019.04 | 77 | |
| GLN2019.05 | 76.75 | |
| GraphSagepooling=flat2019.04 | 76.6 | |
| WLCategory=Kernels2019.11 | 76.44 | |
| PSCN2019.05 | 76.27 | |
| GCNpooling=flat2019.04 | 75.9 | |
| GraphSAGECategory=GNNs2019.11 | 75.78 | |
| CapsGNN2019.05 | 75.38 | |
| SET2SETpooling=flat2019.04 | 74.5 | |
| DGK2019.05 | 73.5 | |
| GCNCategory=GNNs2019.11 | 73.26 | |
| GRAPHLETCategory=Kernels2019.11 | 72.54 | |
| Set2SetCategory=Pooling2019.11 | 70.83 | |
| DGCNNCategory=Pooling2019.11 | 70.06 |