| link-property-prediction-on-ogbl-citation2 | AGDN w/GraphSAINT | #9 | Ext. data: NoTest MRR: 0.8549 ± 0.0029Validation MRR: 0.8556 ± 0.0033… |
| link-property-prediction-on-ogbl-ddi | AGDN (AUC loss) | #3 | Ext. data: NoTest Hits@20: 0.9538 ± 0.0094… |
| link-property-prediction-on-ogbl-ppa | AGDN | #11 | Ext. data: NoTest Hits@100: 0.4123 ± 0.0159… |
| node-property-prediction-on-ogbn-arxiv | GIANT-XRT+AGDN+BoT+self-KD | #7 | Test Accuracy: 0.7637 ± 0.0011Ext. data: Yes… |
| node-property-prediction-on-ogbn-arxiv | GIANT-XRT+AGDN+BoT | #9 | Test Accuracy: 0.7618 ± 0.0016Ext. data: Yes… |
| node-property-prediction-on-ogbn-arxiv | AGDN+BoT+self-KD+C&S | #12 | Test Accuracy: 0.7431 ± 0.0014Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | AGDN+BoT+self-KD | #13 | Test Accuracy: 0.7428 ± 0.0017Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | AGDN+BoT | #18 | Test Accuracy: 0.7410 ± 0.0015Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | AGDN (GAT-HA+3_heads+labels) | #22 | Test Accuracy: 0.7398 ± 0.0009Ext. data: No… |
| node-property-prediction-on-ogbn-arxiv | AGDN (GAT-HA+3_heads) | #28 | Test Accuracy: 0.7375 ± 0.0021Ext. data: No… |
| node-property-prediction-on-ogbn-products | AGDN | #25 | Test Accuracy: 0.8334 ± 0.0027Ext. data: No… |
| node-property-prediction-on-ogbn-proteins | AGDN | #3 | Ext. data: NoTest ROC-AUC: 0.8865 ± 0.0013… |