Graph Classification on IMDB-B Social TU (10-fold cross val)
74.45AccuracyHyperDrop + GMT
Evaluation results
| Method | Links | |
|---|---|---|
| HyperDrop + GMTArchitecture Type=Ours, Evaluation Protocol=10-fold CV2021.06 | 74.45 | |
| HyperDropArchitecture Type=Ours, Evaluation Protocol=10-fold CV2021.06 | 73.96 | |
| GMTArchitecture Type=Global, Evaluation Protocol=10-fold CV2021.06 | 73.48 | |
| HaarPoolArchitecture Type=Hierarchical, Evaluation Protocol=10-fold CV2021.06 | 73.29 | |
| GCNArchitecture Type=Naive GNN, Evaluation Protocol=10-fold CV2021.06 | 73.26 | |
| DiffPoolArchitecture Type=Hierarchical, Evaluation Protocol=10-fold CV2021.06 | 73.14 | |
| ASAPArchitecture Type=Hierarchical, Evaluation Protocol=10-fold CV2021.06 | 72.81 | |
| GINArchitecture Type=Naive GNN, Evaluation Protocol=10-fold CV2021.06 | 72.78 | |
| MinCutPoolArchitecture Type=Hierarchical, Evaluation Protocol=10-fold CV2021.06 | 72.65 | |
| SAGPoolArchitecture Type=Hierarchical, Evaluation Protocol=10-fold CV2021.06 | 72.55 | |
| EdgePoolArchitecture Type=Hierarchical, Evaluation Protocol=10-fold CV2021.06 | 72.46 | |
| DeepSetArchitecture Type=Set, Evaluation Protocol=10-fold CV2021.06 | 72.42 | |
| SortPoolArchitecture Type=Global, Evaluation Protocol=10-fold CV2021.06 | 72.12 | |
| TopKPoolArchitecture Type=Hierarchical, Evaluation Protocol=10-fold CV2021.06 | 71.58 |