Node Classification on Cora 4% label rate
82.5Accuracytruncated Krylov
Evaluation results
| Method | Links | |
|---|---|---|
| truncated KrylovValidation Strategy=Without Validation2019.06 | 82.5 | |
| SnowballValidation Strategy=Without Validation2019.06 | 81.5 | |
| linear SnowballValidation Strategy=Without Validation2019.06 | 81.3 | |
| UnionLabel Rate=4%2018.01 | 80.4 | |
| UnionValidation Strategy=Without Validation2019.06 | 80.4 | |
| Self-trainingLabel Rate=4%2018.01 | 79.4 | |
| IntersectionLabel Rate=4%2018.01 | 79.4 | |
| Self-trainingValidation Strategy=Without Validation2019.06 | 79.4 | |
| IntersectionValidation Strategy=Without Validation2019.06 | 79.4 | |
| Co-trainingLabel Rate=4%2018.01 | 78.9 | |
| Co-trainingValidation Strategy=Without Validation2019.06 | 78.9 | |
| GCN+VLabel Rate=4%2018.01 | 78.4 | |
| GCN-DVATValidation Strategy=Without Validation2019.06 | 78.4 | |
| GCN-SVATValidation Strategy=Without Validation2019.06 | 78.3 | |
| M3SValidation Strategy=Without Validation2019.06 | 78 | |
| GCN-VLabel Rate=4%2018.01 | 77.6 | |
| GCNValidation Strategy=Without Validation2019.06 | 77.6 | |
| MultiStageValidation Strategy=Without Validation2019.06 | 77.2 | |
| ChebyLabel Rate=4%2018.01 | 74.1 | |
| ChebyValidation Strategy=Without Validation2019.06 | 74.1 | |
| LPLabel Rate=4%2018.01 | 69 | |
| LPValidation Strategy=Without Validation2019.06 | 69 |