Node Classification on Syn. Cycle SG, DL
88.3AccuracyH-GRAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| H-GRAMgradient update steps (testing)=102023.10 | 88.3 | 0.145 | |
| G-METAgradient update steps (testing)=102023.10 | 87.2 | 0.113 | |
| MAMLgradient update steps (testing)=102023.10 | 84.2 | 0.181 | |
| ProtoNetgradient update steps (testing)=102023.10 | 82.1 | 0.173 | |
| Meta-GNNgradient update steps (testing)=102023.10 | 72 | 0.191 | |
| FS-GINgradient update steps (testing)=102023.10 | 68.4 | 0.126 | |
| FS-SGCgradient update steps (testing)=102023.10 | 57.4 | 0.081 |