Node Classification on Citeseer (3 labeled per class)
67.7AccuracyMT-GCN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MT-GCNLabeled per class=3, Label rate=0.5%2020.09 | 67.7 | — | |
| FGSAM+Setting=prompt-based2024.10 | 60.33 | 58.43 | |
| ProGSetting=prompt-based2024.10 | 59.5 | 57.75 | |
| M3SLabeled per class=3, Label rate=0.5%2020.09 | 56.1 | — | |
| MultiStageLabeled per class=3, Label rate=0.5%2020.09 | 53 | — | |
| Co-trainingLabeled per class=3, Label rate=0.5%2020.09 | 47.3 | — | |
| UnionLabeled per class=3, Label rate=0.5%2020.09 | 46.3 | — | |
| GCN+VLabeled per class=3, Label rate=0.5%2020.09 | 43.6 | — | |
| Self-trainingLabeled per class=3, Label rate=0.5%2020.09 | 43.3 | — | |
| IntersectionLabeled per class=3, Label rate=0.5%2020.09 | 42.9 | — | |
| LPLabeled per class=3, Label rate=0.5%2020.09 | 34.8 | — | |
| GCN-VLabeled per class=3, Label rate=0.5%2020.09 | 33.4 | — | |
| ChebyshevLabeled per class=3, Label rate=0.5%2020.09 | 31.7 | — |