Node Classification on Cora (5.2% public)
83.6AccuracySnowball
Evaluation results
| Method | Links | |
|---|---|---|
| SnowballValidation Protocol=with validation2019.06 | 83.6 | |
| truncated KrylovValidation Protocol=with validation2019.06 | 83.5 | |
| linear SnowballValidation Protocol=with validation2019.06 | 83.2 | |
| GATValidation Protocol=with validation2019.06 | 83 | |
| GATNumber of runs=102019.01 | 82.6 | |
| GCNValidation Protocol=with validation2019.06 | 80.5 | |
| GCNNumber of runs=102019.01 | 80.5 | |
| AdaLNetValidation Protocol=with validation2019.06 | 80.4 | |
| AdaLanczosNetNumber of runs=102019.01 | 80.4 | |
| DCNNValidation Protocol=with validation2019.06 | 79.7 | |
| DCNNNumber of runs=102019.01 | 79.7 | |
| LNetValidation Protocol=with validation2019.06 | 79.5 | |
| LanczosNetNumber of runs=102019.01 | 79.5 | |
| ChebyValidation Protocol=with validation2019.06 | 78 | |
| MPNNValidation Protocol=with validation2019.06 | 78 | |
| ChebyNetNumber of runs=102019.01 | 78 | |
| MPNNNumber of runs=102019.01 | 78 | |
| GGNNValidation Protocol=with validation2019.06 | 77.6 | |
| GGNNNumber of runs=102019.01 | 77.6 | |
| GCN-FPValidation Protocol=with validation2019.06 | 74.6 | |
| GCN-FPNumber of runs=102019.01 | 74.6 | |
| GraphSAGEValidation Protocol=with validation2019.06 | 74.5 | |
| GraphSAGENumber of runs=102019.01 | 74.5 |