Node Classification on PubMed 0.3% labels
80Accuracytruncated Krylov
Evaluation results
| Method | Links | |
|---|---|---|
| truncated KrylovValidation Strategy=Without Validation2019.06 | 80 | |
| truncated KrylovValidation Protocol=with validation2019.06 | 79.9 | |
| SnowballValidation Strategy=Without Validation2019.06 | 79.6 | |
| SnowballValidation Protocol=with validation2019.06 | 79.5 | |
| linear SnowballValidation Strategy=Without Validation2019.06 | 79.3 | |
| UnionValidation Strategy=Without Validation2019.06 | 79.2 | |
| linear SnowballValidation Protocol=with validation2019.06 | 79.2 | |
| GATValidation Protocol=with validation2019.06 | 79 | |
| LNetValidation Protocol=with validation2019.06 | 78.3 | |
| Co-trainingValidation Strategy=Without Validation2019.06 | 78.2 | |
| AdaLNetValidation Protocol=with validation2019.06 | 78.1 | |
| GCNValidation Protocol=with validation2019.06 | 77.8 | |
| IntersectionValidation Strategy=Without Validation2019.06 | 77.6 | |
| GCN-DVATValidation Strategy=Without Validation2019.06 | 77.3 | |
| GCN-SVATValidation Strategy=Without Validation2019.06 | 77.2 | |
| Self-trainingValidation Strategy=Without Validation2019.06 | 77 | |
| DCNNValidation Protocol=with validation2019.06 | 76.8 | |
| GraphSAGEValidation Protocol=with validation2019.06 | 76.8 | |
| GCNValidation Strategy=Without Validation2019.06 | 76.6 | |
| GCN-FPValidation Protocol=with validation2019.06 | 76 | |
| GGNNValidation Protocol=with validation2019.06 | 75.8 | |
| MPNNValidation Protocol=with validation2019.06 | 75.6 | |
| ChebyValidation Strategy=Without Validation2019.06 | 72.8 | |
| MultiStageValidation Strategy=Without Validation2019.06 | 70.2 | |
| ChebyValidation Protocol=with validation2019.06 | 69.8 | |
| LPValidation Strategy=Without Validation2019.06 | 66.8 |