Node Classification on LastFM
87AccuracyHoGS
Evaluation results
| Method | Links | |
|---|---|---|
| HoGSArchitecture=GCN, epsilon=5, Feature Privacy=Non-private2026.02 | 87 | |
| HoGSArchitecture=GraphSAGE, epsilon=5, Feature Privacy=Non-private2026.02 | 86.6 | |
| HoGSArchitecture=GraphSAGE, epsilon=4, Feature Privacy=Non-private2026.02 | 84 | |
| HoGSArchitecture=GAT, epsilon=5, Feature Privacy=Non-private2026.02 | 83.9 | |
| HoGSArchitecture=GCN, epsilon=4, Feature Privacy=Non-private2026.02 | 81.9 | |
| HoGSArchitecture=GraphSAGE, epsilon=3, Feature Privacy=Non-private2026.02 | 80.5 | |
| BLinkArchitecture=GraphSAGE, epsilon=5, Feature Privacy=Non-private2026.02 | 79.2 | |
| BLinkArchitecture=GCN, epsilon=5, Feature Privacy=Non-private2026.02 | 78.9 | |
| LPGNNBackbone=GCN2026.03 | 78.6 | |
| BLinkArchitecture=GAT, epsilon=5, Feature Privacy=Non-private2026.02 | 78.5 | |
| LPGNNBackbone=SAGE2026.03 | 77.5 | |
| BLinkArchitecture=GraphSAGE, epsilon=4, Feature Privacy=Non-private2026.02 | 75 | |
| HoGSArchitecture=GAT, epsilon=4, Feature Privacy=Non-private2026.02 | 72.4 | |
| BLinkArchitecture=GraphSAGE, epsilon=3, Feature Privacy=Non-private2026.02 | 71.9 | |
| BLinkArchitecture=GAT, epsilon=3, Feature Privacy=Non-private2026.02 | 71.1 | |
| HoGSArchitecture=GCN, epsilon=3, Feature Privacy=Non-private2026.02 | 71 | |
| BLinkArchitecture=GCN, epsilon=3, Feature Privacy=Non-private2026.02 | 70.9 | |
| BLinkArchitecture=GAT, epsilon=4, Feature Privacy=Non-private2026.02 | 70.8 | |
| BLinkArchitecture=GCN, epsilon=4, Feature Privacy=Non-private2026.02 | 70.6 | |
| LPGNNBackbone=GAT2026.03 | 56.3 | |
| HoGSArchitecture=GAT, epsilon=3, Feature Privacy=Non-private2026.02 | 50.9 |