Graph Classification on FINGERPRINT TU Dataset
56.3AccuracyLEAP-L
Evaluation results
| Method | Links | |
|---|---|---|
| LEAP-LArchitecture=NoMP, PE Strategy=LEAP-L2025.10 | 56.3 | |
| LEAP-FArchitecture=NoMP, PE Strategy=LEAP-F2025.10 | 55.7 | |
| LEAP-FArchitecture=GCN, PE Strategy=LEAP-F2025.10 | 55.6 | |
| LEAP-LArchitecture=GIN, PE Strategy=LEAP-L2025.10 | 55.3 | |
| LEAP-LArchitecture=GCN, PE Strategy=LEAP-L2025.10 | 55.1 | |
| LEAP-FArchitecture=GAT, PE Strategy=LEAP-F2025.10 | 55.1 | |
| LEAP-LArchitecture=GAT, PE Strategy=LEAP-L2025.10 | 54.9 | |
| LEAP-FArchitecture=GIN, PE Strategy=LEAP-F2025.10 | 54.4 | |
| RWPEArchitecture=NoMP, PE Strategy=RWPE2025.10 | 51.3 | |
| No PEArchitecture=NoMP, PE Strategy=None2025.10 | 50.7 | |
| No PEArchitecture=GAT, PE Strategy=None2025.10 | 50.5 | |
| LaPEArchitecture=NoMP, PE Strategy=LaPE2025.10 | 50.5 | |
| RWPEArchitecture=GAT, PE Strategy=RWPE2025.10 | 50.4 | |
| RWPEArchitecture=GIN, PE Strategy=RWPE2025.10 | 50 | |
| LaPEArchitecture=GIN, PE Strategy=LaPE2025.10 | 49.8 | |
| RWPEArchitecture=GCN, PE Strategy=RWPE2025.10 | 49.4 | |
| LaPEArchitecture=GAT, PE Strategy=LaPE2025.10 | 48.9 | |
| No PEArchitecture=GCN, PE Strategy=None2025.10 | 48.8 | |
| No PEArchitecture=GIN, PE Strategy=None2025.10 | 48.4 | |
| LaPEArchitecture=GCN, PE Strategy=LaPE2025.10 | 48.1 |