Node Classification on CiteSeer (5% label rate)
72.8AccuracySnowball
Evaluation results
| Method | Links | |
|---|---|---|
| SnowballValidation Strategy=Without Validation2019.06 | 72.8 | |
| linear SnowballValidation Strategy=Without Validation2019.06 | 72.2 | |
| truncated KrylovValidation Strategy=Without Validation2019.06 | 72.2 | |
| GCN-DVATValidation Strategy=Without Validation2019.06 | 71.3 | |
| Intersection2018.01 | 71.2 | |
| IntersectionValidation Strategy=Without Validation2019.06 | 71.2 | |
| Self-training2018.01 | 71 | |
| Self-trainingValidation Strategy=Without Validation2019.06 | 71 | |
| GCN-SVATValidation Strategy=Without Validation2019.06 | 70.7 | |
| M3SValidation Strategy=Without Validation2019.06 | 70.5 | |
| GCN+V2018.01 | 69.6 | |
| GCNValidation Strategy=Without Validation2019.06 | 69.6 | |
| GCN-V2018.01 | 69.5 | |
| Cheby2018.01 | 69.3 | |
| ChebyValidation Strategy=Without Validation2019.06 | 69.3 | |
| MultiStageValidation Strategy=Without Validation2019.06 | 69 | |
| Union2018.01 | 68.2 | |
| UnionValidation Strategy=Without Validation2019.06 | 68.2 | |
| Co-training2018.01 | 65.5 | |
| Co-trainingValidation Strategy=Without Validation2019.06 | 65.5 | |
| LP2018.01 | 47.3 | |
| LPValidation Strategy=Without Validation2019.06 | 47.3 |