Graph Classification on LETTER-M TU Dataset
88.5AccuracyLEAP-L
Evaluation results
| Method | Links | |
|---|---|---|
| LEAP-LArchitecture=NoMP, PE Strategy=LEAP-L2025.10 | 88.5 | |
| LEAP-FArchitecture=NoMP, PE Strategy=LEAP-F2025.10 | 88 | |
| RWPEArchitecture=NoMP, PE Strategy=RWPE2025.10 | 84.5 | |
| LEAP-LArchitecture=GCN, PE Strategy=LEAP-L2025.10 | 83.6 | |
| LEAP-FArchitecture=GAT, PE Strategy=LEAP-F2025.10 | 83.2 | |
| LEAP-FArchitecture=GCN, PE Strategy=LEAP-F2025.10 | 82.6 | |
| LEAP-LArchitecture=GAT, PE Strategy=LEAP-L2025.10 | 82.4 | |
| LEAP-LArchitecture=GIN, PE Strategy=LEAP-L2025.10 | 77.6 | |
| LaPEArchitecture=NoMP, PE Strategy=LaPE2025.10 | 76.9 | |
| LEAP-FArchitecture=GIN, PE Strategy=LEAP-F2025.10 | 76.3 | |
| LaPEArchitecture=GCN, PE Strategy=LaPE2025.10 | 75.8 | |
| LaPEArchitecture=GAT, PE Strategy=LaPE2025.10 | 75.2 | |
| LaPEArchitecture=GIN, PE Strategy=LaPE2025.10 | 75.2 | |
| RWPEArchitecture=GAT, PE Strategy=RWPE2025.10 | 69 | |
| RWPEArchitecture=GCN, PE Strategy=RWPE2025.10 | 68.9 | |
| No PEArchitecture=GIN, PE Strategy=None2025.10 | 65 | |
| RWPEArchitecture=GIN, PE Strategy=RWPE2025.10 | 64.9 | |
| No PEArchitecture=GCN, PE Strategy=None2025.10 | 63.5 | |
| No PEArchitecture=GAT, PE Strategy=None2025.10 | 58.4 | |
| No PEArchitecture=NoMP, PE Strategy=None2025.10 | 57.8 |