Node Classification on Citeseer (transductive)
74.6AccuracyGAMLP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GAMLPAttention Mechanism=JK attention2022.06 | 74.6 | — | — | |
| GAMLPAttention Mechanism=Recursive attention2022.06 | 73.9 | — | — | |
| S2GC2022.06 | 73 | — | — | |
| GBP2022.06 | 72.9 | — | — | |
| GAT2022.06 | 72.5 | — | — | |
| SIGN2022.06 | 72.4 | — | — | |
| APPNP2022.06 | 71.8 | — | — | |
| AP-GCN2022.06 | 71.3 | — | — | |
| SGC2022.06 | 71.3 | — | — | |
| GCN2022.06 | 70.8 | — | — | |
| ResGCN2022.06 | 70.8 | — | — | |
| JK-Net2022.06 | 70.7 | — | — | |
| GLNNBackbone=MLP2021.10 | 69.28 | 9.63 | 1.24 | |
| SAGEBackbone=GraphSAGE2021.10 | 68.04 | — | — | |
| MLPBackbone=MLP2021.10 | 59.75 | — | — |