Graph Classification on IMDB-BIN
75.4AccuracyLDP
Evaluation Results
| Method | Links | |
|---|---|---|
| LDP2018.11 | 75.4 | |
| LDPClassifier=SVM2018.11 | 75.4 | |
| GIN2018.11 | 75.1 | |
| 1-2-3-GNNTuning status=Tuned, Method category=GNN2018.10 | 74.2 | |
| 3-WLMethod category=Kernel2018.10 | 73.5 | |
| WL-OAMethod category=Kernel2018.10 | 73.1 | |
| 2-WLMethod category=Kernel2018.10 | 72.6 | |
| 1-WLMethod category=Kernel2018.10 | 72.5 | |
| RetGk2018.11 | 71.9 | |
| WL2022.05 | 71.6 | |
| NCWWL2022.05 | 71.6 | |
| 1-GNNTuning status=Tuned, Method category=GNN2018.10 | 71.2 | |
| PATCHYSANMethod category=GNN2018.10 | 71 | |
| PSCN2018.11 | 71 | |
| FGSD2018.11 | 71 | |
| WL2018.11 | 70.8 | |
| NCWalpha=1000, beta=02022.05 | 70.4 | |
| 1-2-3-GNNTuning status=No Tuning, Method category=GNN2018.10 | 70.3 | |
| DGCNNMethod category=GNN2018.10 | 70 | |
| DGCNN2018.11 | 70 | |
| 1-GNNTuning status=No Tuning, Method category=GNN2018.10 | 69.4 | |
| RW2022.05 | 68.4 | |
| LDPEvaluation Protocol=linear SVM2018.11 | 67.7 | |
| LDPClassifier=Linear SVM2018.11 | 67.7 | |
| DGK2018.11 | 67 | |
| GK2018.11 | 65.9 | |
| GRAPHLETMethod category=Kernel2018.10 | 59.4 | |
| SHORTEST-PATHMethod category=Kernel2018.10 | 59.2 | |
| GH2022.05 | 52.6 | |
| GL32022.05 | 50.7 | |
| DCNNMethod category=GNN2018.10 | 49.1 | |
| DCNN2018.11 | 49.1 | |
| SP2022.05 | 48 | |
| VL2022.05 | 46.7 | |
| EL2022.05 | 45.9 |