Graph Classification on PTC(MR) (test)
68.2AccuracyCW Networks
Evaluation results
| Method | Links | |
|---|---|---|
| CW Networkscategory=k-WL-based2025.12 | 68.2 | |
| LGANresidual=false2025.12 | 67.4 | |
| LGAN-resresidual=true2025.12 | 66.6 | |
| PPGNcategory=k-WL-based2025.12 | 66.2 | |
| GINcategory=GNNs2025.12 | 64.6 | |
| 2-WLcategory=Kernels2025.12 | 61.9 | |
| 1-2-3 GNNcategory=k-WL-based2025.12 | 60.9 | |
| PATCHY-SANcategory=GNNs2025.12 | 60 | |
| PKcategory=Kernels2025.12 | 59.5 | |
| SPcategory=Kernels2025.12 | 58.9 | |
| DGCNNcategory=GNNs2025.12 | 58.6 | |
| RWcategory=Kernels2025.12 | 55.9 |