Graph classification on D&D TU (test)
78.72AccuracyGMT
Evaluation results
| Method | Links | |
|---|---|---|
| GMTmessage passing layer=GCN2021.02 | 78.72 | |
| ASAPmessage passing layer=GCN2021.02 | 78.45 | |
| MinCutPoolmessage passing layer=GCN2021.02 | 78.22 | |
| DiffPoolmessage passing layer=GCN2021.02 | 77.56 | |
| EdgePoolmessage passing layer=GCN2021.02 | 76.58 | |
| HaarPoolmessage passing layer=GCN2021.02 | 75.85 | |
| SortPoolmessage passing layer=GCN2021.02 | 75.58 | |
| SAGPoolvariant=Hierarchical, message passing layer=GCN2021.02 | 74.72 | |
| TopKPoolmessage passing layer=GCN2021.02 | 73.63 | |
| GCNpooling=global mean/sum pooling2021.02 | 72.05 | |
| Set2Setmessage passing layer=GCN2021.02 | 71.94 | |
| SAGPoolvariant=Global, message passing layer=GCN2021.02 | 71.54 | |
| GINpooling=global mean/sum pooling2021.02 | 70.79 |