Node Classification on Pubmed (transductive)
80.8AccuracyGAMLP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GAMLPAttention Mechanism=Recursive attention2022.06 | 80.8 | — | — | |
| GAMLPAttention Mechanism=JK attention2022.06 | 80.7 | — | — | |
| GBP2022.06 | 80.6 | — | — | |
| APPNP2022.06 | 80.1 | — | — | |
| S2GC2022.06 | 79.9 | — | — | |
| AP-GCN2022.06 | 79.7 | — | — | |
| SIGN2022.06 | 79.5 | — | — | |
| GCN2022.06 | 79.3 | — | — | |
| GAT2022.06 | 79 | — | — | |
| SGC2022.06 | 78.9 | — | — | |
| JK-Net2022.06 | 78.8 | — | — | |
| ResGCN2022.06 | 78.3 | — | — | |
| GLNNBackbone=MLP2021.10 | 74.81 | 8.02 | 0.03 | |
| SAGEBackbone=GraphSAGE2021.10 | 74.78 | — | — | |
| MLPBackbone=MLP2021.10 | 66.79 | — | — |