Graph Classification on LETTER-L TU Dataset
98AccuracyLEAP-L
Evaluation results
| Method | Links | |
|---|---|---|
| LEAP-LArchitecture=NoMP, PE Strategy=LEAP-L2025.10 | 98 | |
| LEAP-FArchitecture=NoMP, PE Strategy=LEAP-F2025.10 | 97.2 | |
| LEAP-LArchitecture=GCN, PE Strategy=LEAP-L2025.10 | 96 | |
| LEAP-FArchitecture=GCN, PE Strategy=LEAP-F2025.10 | 95.8 | |
| LEAP-FArchitecture=GAT, PE Strategy=LEAP-F2025.10 | 95.8 | |
| LEAP-LArchitecture=GAT, PE Strategy=LEAP-L2025.10 | 95.2 | |
| RWPEArchitecture=NoMP, PE Strategy=RWPE2025.10 | 94.7 | |
| LEAP-LArchitecture=GIN, PE Strategy=LEAP-L2025.10 | 94 | |
| LEAP-FArchitecture=GIN, PE Strategy=LEAP-F2025.10 | 93.3 | |
| LaPEArchitecture=NoMP, PE Strategy=LaPE2025.10 | 91.1 | |
| RWPEArchitecture=GAT, PE Strategy=RWPE2025.10 | 90.8 | |
| No PEArchitecture=NoMP, PE Strategy=None2025.10 | 89.7 | |
| LaPEArchitecture=GAT, PE Strategy=LaPE2025.10 | 89.6 | |
| No PEArchitecture=GAT, PE Strategy=None2025.10 | 89.4 | |
| LaPEArchitecture=GCN, PE Strategy=LaPE2025.10 | 89.2 | |
| LaPEArchitecture=GIN, PE Strategy=LaPE2025.10 | 84.4 | |
| RWPEArchitecture=GCN, PE Strategy=RWPE2025.10 | 83.2 | |
| No PEArchitecture=GIN, PE Strategy=None2025.10 | 82.7 | |
| RWPEArchitecture=GIN, PE Strategy=RWPE2025.10 | 81.6 | |
| No PEArchitecture=GCN, PE Strategy=None2025.10 | 80.4 |