Node Classification on ogbn-proteins (val)
0.9472ROC-AUCGIPA
Evaluation results
| Method | Links | |
|---|---|---|
| GIPANumber of layers=62023.01 | 0.9472 | |
| RevGNN-wideParams=68.47M2020.12 | 0.945 | |
| RevGNN-wideArchitecture variant=wide2023.01 | 0.945 | |
| AGDNParams=8.61M2020.12 | 0.9418 | |
| AGDN2023.01 | 0.9418 | |
| GIPANumber of layers=32023.01 | 0.9415 | |
| RevGNN-deepParams=20.03M2020.12 | 0.9326 | |
| RevGNN-deepArchitecture variant=deep2023.01 | 0.9326 | |
| GAT+BOTParams=2.48M2020.12 | 0.928 | |
| GAT+BoTAugmentation=BoT2023.01 | 0.928 | |
| GAT2023.01 | 0.9194 | |
| UniMPParams=1.91M2020.12 | 0.9175 | |
| UniMP2023.01 | 0.9175 | |
| DeeperGCNParams=2.37M2020.12 | 0.9106 | |
| DeeperGCN2023.01 | 0.9106 | |
| GraphSAGEParams=0.19M2020.12 | 0.8334 | |
| GraphSAGE2023.01 | 0.8334 | |
| GCNParams=0.10M2020.12 | 0.7921 | |
| GCN2023.01 | 0.7921 |