Node Classification on Amazon Computer (transductive)
84.5AccuracyGAMLP(JK)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GAMLP(JK)setting=transductive2022.06 | 84.5 | — | — | |
| GAMLP(R)setting=transductive2022.06 | 84.2 | — | — | |
| AP-GCNsetting=transductive2022.06 | 83.7 | — | — | |
| GBPsetting=transductive2022.06 | 83.5 | — | — | |
| SIGNsetting=transductive2022.06 | 83.1 | — | — | |
| S2GCsetting=transductive2022.06 | 83.1 | — | — | |
| GLNNBackbone=MLP2021.10 | 82.63 | 15.36 | 0.48 | |
| GCNsetting=transductive2022.06 | 82.4 | — | — | |
| SGCsetting=transductive2022.06 | 82.2 | — | — | |
| SAGEBackbone=GraphSAGE2021.10 | 82.15 | — | — | |
| JK-Netsetting=transductive2022.06 | 82 | — | — | |
| APPNPsetting=transductive2022.06 | 81.7 | — | — | |
| ResGCNsetting=transductive2022.06 | 81.1 | — | — | |
| GATsetting=transductive2022.06 | 80.1 | — | — | |
| MLPBackbone=MLP2021.10 | 67.27 | — | — |