Node Classification on Amazon Photo (transductive)
92.8AccuracyGAMLP(JK)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GAMLP(JK)setting=transductive2022.06 | 92.8 | — | — | |
| GAMLP(R)setting=transductive2022.06 | 92.6 | — | — | |
| AP-GCNsetting=transductive2022.06 | 92.1 | — | — | |
| GBPsetting=transductive2022.06 | 92.1 | — | — | |
| JK-Netsetting=transductive2022.06 | 91.9 | — | — | |
| SIGNsetting=transductive2022.06 | 91.7 | — | — | |
| SGCsetting=transductive2022.06 | 91.6 | — | — | |
| S2GCsetting=transductive2022.06 | 91.6 | — | — | |
| APPNPsetting=transductive2022.06 | 91.4 | — | — | |
| ResGCNsetting=transductive2022.06 | 91.3 | — | — | |
| GCNsetting=transductive2022.06 | 91.2 | — | — | |
| GATsetting=transductive2022.06 | 90.8 | — | — | |
| GLNNBackbone=MLP2021.10 | 0.9268 | 13.48 | 1.7 | |
| SAGEBackbone=GraphSAGE2021.10 | 0.908 | — | — | |
| MLPBackbone=MLP2021.10 | 0.792 | — | — |