Graph Classification on REDDIT-5K (10-fold cross val)
59.5AccuracyWKPI-kC
Evaluation results
| Method | Links | |
|---|---|---|
| WKPI-kCMethod Category=Topology-based2026.05 | 59.5 | |
| WKPI-kMMethod Category=Topology-based2026.05 | 59.1 | |
| GINMethod Category=Graph2026.05 | 57.5 | |
| RetGKMethod Category=Graph2026.05 | 56.1 | |
| PLACEClassification Protocol=linear SVM, Descriptor Filter=closeness2026.05 | 46.2 | |
| WKPI-kCProtocol=10-fold cross validation2023.01 | 0.595 | |
| GINProtocol=10-fold cross validation2023.01 | 0.575 | |
| GGSN+EKDepth N=4, Aggregation=low pass, Classifier=Euclidean SVM with RBF-kernel, Protocol=10-fold cross validation2023.01 | 0.5689 | |
| GS-SVMProtocol=10-fold cross validation2023.01 | 0.5333 | |
| S2S-N2N-PPProtocol=10-fold cross validation2023.01 | 0.5228 | |
| P-PoincProtocol=10-fold cross validation2023.01 | 0.5171 | |
| WLProtocol=10-fold cross validation2023.01 | 0.5077 | |
| PSCNProtocol=10-fold cross validation2023.01 | 0.491 | |
| DGCNNProtocol=10-fold cross validation2023.01 | 0.487 | |
| DGKProtocol=10-fold cross validation2023.01 | 0.412 | |
| GraphletProtocol=10-fold cross validation2023.01 | 0.3975 |