| link-property-prediction-on-ogbl-citation2 | Node2vec | #16 | Ext. data: NoTest MRR: 0.6141 ± 0.0011Validation MRR: 0.6124 ± 0.0011… |
| link-property-prediction-on-ogbl-collab | Node2vec | #14 | Test Hits@50: 0.4888 ± 0.0054Ext. data: No… |
| link-property-prediction-on-ogbl-ddi | Node2vec | #17 | Ext. data: NoTest Hits@20: 0.2326 ± 0.0209… |
| link-property-prediction-on-ogbl-ppa | Node2vec | #14 | Ext. data: NoTest Hits@100: 0.2226 ± 0.0083… |
| node-classification-on-blogcatalog-1 | node2vec | #5 | Accuracy: 21.5Macro-F1: 0.2581 |
| node-classification-on-blogcatalog-1 | DeepWalk | #6 | Macro-F1: 0.206 |
| node-classification-on-ppi | node2vec | #23 | Macro-F1: 0.1791 |
| node-classification-on-ppi | DeepWalk | #24 | Macro-F1: 0.1768 |
| node-property-prediction-on-ogbn-arxiv | Node2vec | #70 | Test Accuracy: 0.7007 ± 0.0013Ext. data: No… |
| node-property-prediction-on-ogbn-papers100m | Node2vec | #17 | Test Accuracy: 0.5560 ± 0.0023Ext. data: No… |
| node-property-prediction-on-ogbn-products | Node2vec | #53 | Test Accuracy: 0.7249 ± 0.0010Ext. data: No… |
| node-property-prediction-on-ogbn-proteins | Node2vec | #22 | Ext. data: NoTest ROC-AUC: 0.6881 ± 0.0065… |