Graph Classification on MUTAGENICITY TUDataset
98.7AccuracyET
Evaluation Results
| Method | Links | |
|---|---|---|
| ET2023.02 | 98.7 | |
| TREE-G2022.07 | 83 | |
| S-CGIBDomain Adaptation=true2024.12 | 81.12 | |
| MICRO-Graph2024.12 | 80.64 | |
| GROVE2024.12 | 80.49 | |
| MoAMa2024.12 | 80.37 | |
| S-CGIBDomain Adaptation=false2024.12 | 80.26 | |
| WL2022.07 | 80.1 | |
| WKPIMethod Variant=kmeans2023.02 | 78.9 | |
| NDP2023.02 | 77.9 | |
| TREE-Ga=02022.07 | 77.2 | |
| TREE-Gd=0, a=02022.07 | 77 | |
| RW2022.07 | 74.5 | |
| GAT2022.07 | 72.2 | |
| GATv22022.07 | 72 | |
| XGraphBoost2022.07 | 71.2 | |
| GCN2022.07 | 69.9 | |
| GIN2022.07 | 69.4 | |
| GraphFP2024.12 | 68.43 | |
| SimSGT2024.12 | 68.27 | |
| GraphLoG2024.12 | 66.47 | |
| MGSSL2024.12 | 66.47 | |
| GraphCL2024.12 | 66.32 | |
| BGNN2022.07 | 65 | |
| GraphSAGE2022.07 | 64.1 | |
| JOAOv22024.12 | 63.36 | |
| JOAO2024.12 | 62.33 | |
| AttrMasking2024.12 | 58.03 | |
| ContextPred2024.12 | 57.95 | |
| Infomax2024.12 | 56.64 | |
| EdgePred2024.12 | 48.58 |