| graph-property-prediction-on-ogbg-ppa | DeeperGCN+FLAG | #6 | Ext. data: NoTest Accuracy: 0.7752 ± 0.0069… |
| graph-property-prediction-on-ogbg-ppa | GIN+virtual node+FLAG | #8 | Ext. data: NoTest Accuracy: 0.7245 ± 0.0114… |
| graph-property-prediction-on-ogbg-ppa | GCN+virtual node+FLAG | #10 | Ext. data: NoTest Accuracy: 0.6944 ± 0.0052… |
| graph-property-prediction-on-ogbg-ppa | GIN+FLAG | #11 | Ext. data: NoTest Accuracy: 0.6905 ± 0.0092… |
| node-property-prediction-on-ogbn-proteins | DeeperGCN+FLAG | #12 | Ext. data: NoTest ROC-AUC: 0.8596 ± 0.0027… |
| graph-property-prediction-on-ogbg-molhiv | DeeperGCN+FLAG | #17 | Test ROC-AUC: 0.7942 ± 0.0120Ext. data: No… |
| graph-property-prediction-on-ogbg-molhiv | GIN+virtual node+FLAG | #29 | Test ROC-AUC: 0.7748 ± 0.0096Ext. data: No… |
| graph-property-prediction-on-ogbg-molhiv | GCN+FLAG | #32 | Test ROC-AUC: 0.7683 ± 0.0102Ext. data: No… |
| graph-property-prediction-on-ogbg-molhiv | GIN+FLAG | #33 | Test ROC-AUC: 0.7654 ± 0.0114Ext. data: No… |
| graph-property-prediction-on-ogbg-molpcba | DeeperGCN+virtual node+FLAG | #18 | Test AP: 0.2842 ± 0.0043Ext. data: NoValidation AP: 0.2952 ± 0.0029… |
| graph-property-prediction-on-ogbg-molpcba | GIN+virtual node+FLAG | #20 | Test AP: 0.2834 ± 0.0038Ext. data: NoValidation AP: 0.2912 ± 0.0026… |
| graph-property-prediction-on-ogbg-molpcba | GCN+virtual node+FLAG | #25 | Test AP: 0.2483 ± 0.0037Ext. data: NoValidation AP: 0.2556 ± 0.0040… |
| graph-property-prediction-on-ogbg-molpcba | GIN+FLAG | #27 | Test AP: 0.2395 ± 0.0040Ext. data: NoValidation AP: 0.2451 ± 0.0042… |
| graph-property-prediction-on-ogbg-molpcba | GCN+FLAG | #30 | Test AP: 0.2116 ± 0.0017Ext. data: NoValidation AP: 0.2150 ± 0.0022… |
| node-property-prediction-on-ogbn-mag | R-GCN+FLAG | #27 | Test Accuracy: 0.4737 ± 0.0048Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | GAT+FLAG | #29 | Test Accuracy: 0.7371 ± 0.0013Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | GCN_res + 8 layers + FLAG | #47 | Test Accuracy: 0.7276 ± 0.0024Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | GraphSAGE+FLAG | #56 | Test Accuracy: 0.7219 ± 0.0021Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | DeeperGCN+FLAG | #58 | Test Accuracy: 0.7214 ± 0.0019Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | GCN+FLAG | #60 | Test Accuracy: 0.7204 ± 0.0020Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | MLP+FLAG | #73 | Test Accuracy: 0.5602 ± 0.0019Ext. data: No… |
| node-property-prediction-on-ogbn-products | DeeperGCN+FLAG | #31 | Test Accuracy: 0.8193 ± 0.0031Ext. data: No… |
| node-property-prediction-on-ogbn-products | GAT+FLAG | #32 | Test Accuracy: 0.8176 ± 0.0045Ext. data: No… |
| node-property-prediction-on-ogbn-products | GraphSAGE+FLAG | #46 | Test Accuracy: 0.7936 ± 0.0057Ext. data: No… |
| node-property-prediction-on-ogbn-products | MLP+FLAG | #57 | Test Accuracy: 0.6241 ± 0.0016Ext. data: No… |