Node Classification on MS Academic
96.81AccuracyGlobSage
Evaluation Results
| Method | Links | |
|---|---|---|
| GlobSagesetting=centralized2021.06 | 96.81 | |
| FedSage+M=52021.06 | 94.14 | |
| FedSageM=52021.06 | 93.91 | |
| FedSage+M=32021.06 | 93.59 | |
| APPNPImplementation=Literature2019.08 | 93.27 | |
| FedSageM=32021.06 | 93.27 | |
| AdaGCN2019.08 | 93.17 | |
| FedSage+M=102021.06 | 93.14 | |
| APPNPImplementation=Ours2019.08 | 92.98 | |
| N-GCN2019.08 | 92.86 | |
| FedSageM=102021.06 | 92.62 | |
| GCNOptimization=Early stopping2019.08 | 92.1 | |
| JK2019.08 | 91.71 | |
| V.GCNDescription=Vanilla GCN2019.08 | 91.65 | |
| BT.FP2019.08 | 91.61 | |
| GAT2019.08 | 91.22 | |
| LocSage+M=32021.06 | 83.93 | |
| LocSageM=32021.06 | 81.88 | |
| LocSage+M=52021.06 | 74.8 | |
| LocSageM=52021.06 | 74.26 | |
| LocSage+M=102021.06 | 59.27 | |
| LocSageM=102021.06 | 59.18 |