Node Classification on CiteSeer (3.6% public)
73.9Accuracytruncated Krylov
Evaluation results
| Method | Links | |
|---|---|---|
| truncated KrylovValidation Protocol=with validation2019.06 | 73.9 | |
| linear SnowballValidation Protocol=with validation2019.06 | 73.5 | |
| SnowballValidation Protocol=with validation2019.06 | 72.6 | |
| GATValidation Protocol=with validation2019.06 | 72.5 | |
| GATNumber of runs=102019.01 | 72.2 | |
| ChebyValidation Protocol=with validation2019.06 | 70.1 | |
| ChebyNetNumber of runs=102019.01 | 70.1 | |
| DCNNValidation Protocol=with validation2019.06 | 69.4 | |
| DCNNNumber of runs=102019.01 | 69.4 | |
| GCNValidation Protocol=with validation2019.06 | 68.7 | |
| AdaLNetValidation Protocol=with validation2019.06 | 68.7 | |
| AdaLanczosNetNumber of runs=102019.01 | 68.7 | |
| GCNNumber of runs=102019.01 | 68.1 | |
| GraphSAGEValidation Protocol=with validation2019.06 | 67.2 | |
| GraphSAGENumber of runs=102019.01 | 67.2 | |
| LNetValidation Protocol=with validation2019.06 | 66.2 | |
| LanczosNetNumber of runs=102019.01 | 66.2 | |
| GGNNValidation Protocol=with validation2019.06 | 64.6 | |
| GGNNNumber of runs=102019.01 | 64.6 | |
| MPNNValidation Protocol=with validation2019.06 | 64 | |
| MPNNNumber of runs=102019.01 | 64 | |
| GCN-FPValidation Protocol=with validation2019.06 | 61.5 | |
| GCN-FPNumber of runs=102019.01 | 61.5 |