Graph Classification on LETTER-H TU Dataset
81.6AccuracyLEAP-L
Evaluation results
| Method | Links | |
|---|---|---|
| LEAP-LArchitecture=NoMP, PE Strategy=LEAP-L2025.10 | 81.6 | |
| LEAP-FArchitecture=NoMP, PE Strategy=LEAP-F2025.10 | 81.3 | |
| RWPEArchitecture=NoMP, PE Strategy=RWPE2025.10 | 79.2 | |
| LEAP-LArchitecture=GCN, PE Strategy=LEAP-L2025.10 | 74.2 | |
| LEAP-LArchitecture=GAT, PE Strategy=LEAP-L2025.10 | 73.5 | |
| LEAP-FArchitecture=GCN, PE Strategy=LEAP-F2025.10 | 72.2 | |
| LEAP-FArchitecture=GAT, PE Strategy=LEAP-F2025.10 | 70.2 | |
| LaPEArchitecture=NoMP, PE Strategy=LaPE2025.10 | 65 | |
| No PEArchitecture=NoMP, PE Strategy=None2025.10 | 63.4 | |
| RWPEArchitecture=GAT, PE Strategy=RWPE2025.10 | 63 | |
| LEAP-LArchitecture=GIN, PE Strategy=LEAP-L2025.10 | 62.7 | |
| RWPEArchitecture=GCN, PE Strategy=RWPE2025.10 | 60.9 | |
| LEAP-FArchitecture=GIN, PE Strategy=LEAP-F2025.10 | 60.2 | |
| LaPEArchitecture=GCN, PE Strategy=LaPE2025.10 | 55.3 | |
| LaPEArchitecture=GIN, PE Strategy=LaPE2025.10 | 55 | |
| LaPEArchitecture=GAT, PE Strategy=LaPE2025.10 | 54.7 | |
| RWPEArchitecture=GIN, PE Strategy=RWPE2025.10 | 54.4 | |
| No PEArchitecture=GIN, PE Strategy=None2025.10 | 47.7 | |
| No PEArchitecture=GAT, PE Strategy=None2025.10 | 41.9 | |
| No PEArchitecture=GCN, PE Strategy=None2025.10 | 41.6 |