Node Classification on Cora 5% label rate
83.4Accuracytruncated Krylov
Evaluation results
| Method | Links | |
|---|---|---|
| truncated KrylovValidation Strategy=Without Validation2019.06 | 83.4 | |
| linear SnowballValidation Strategy=Without Validation2019.06 | 82.2 | |
| SnowballValidation Strategy=Without Validation2019.06 | 81.8 | |
| UnionLabel Rate=5%2018.01 | 81.7 | |
| UnionValidation Strategy=Without Validation2019.06 | 81.7 | |
| Co-trainingLabel Rate=5%2018.01 | 80.8 | |
| Co-trainingValidation Strategy=Without Validation2019.06 | 80.8 | |
| IntersectionLabel Rate=5%2018.01 | 80.2 | |
| IntersectionValidation Strategy=Without Validation2019.06 | 80.2 | |
| Self-trainingLabel Rate=5%2018.01 | 80 | |
| Self-trainingValidation Strategy=Without Validation2019.06 | 80 | |
| GCN+VLabel Rate=5%2018.01 | 79.7 | |
| GCN-VLabel Rate=5%2018.01 | 79.3 | |
| GCNValidation Strategy=Without Validation2019.06 | 79.3 | |
| GCN-DVATValidation Strategy=Without Validation2019.06 | 78.6 | |
| GCN-SVATValidation Strategy=Without Validation2019.06 | 78.5 | |
| M3SValidation Strategy=Without Validation2019.06 | 78 | |
| ChebyLabel Rate=5%2018.01 | 77.6 | |
| ChebyValidation Strategy=Without Validation2019.06 | 77.6 | |
| MultiStageValidation Strategy=Without Validation2019.06 | 77.2 | |
| LPLabel Rate=5%2018.01 | 70.2 | |
| LPValidation Strategy=Without Validation2019.06 | 70.2 |