| node-classification-on-amz-comp | SIGN | #5 | Accuracy: 85.93 ± 1.21 |
| node-classification-on-amz-photo | SIGN | #13 | Accuracy: 91.72 ± 1.20 |
| node-classification-on-coauthor-cs | SIGN | #20 | Accuracy: 91.98 ± 0.50 |
| node-classification-on-ppi | SIGN | #17 | F1: 96.50 |
| node-classification-on-reddit | SIGN | #7 | Accuracy: 96.60% |
| node-property-prediction-on-ogbn-arxiv | SIGN | #63 | Test Accuracy: 0.7195 ± 0.0011Ext. data: No… |
| node-property-prediction-on-ogbn-mag | SIGN | #29 | Test Accuracy: 0.4046 ± 0.0012Ext. data: No… |
| node-property-prediction-on-ogbn-papers100m | SIGN-XL | #13 | Test Accuracy: 0.6606 ± 0.0019Ext. data: No… |
| node-property-prediction-on-ogbn-papers100m | SIGN | #15 | Test Accuracy: 0.6568 ± 0.0006Ext. data: No… |
| node-property-prediction-on-ogbn-products | SIGN | #39 | Test Accuracy: 0.8052 ± 0.0016Ext. data: No… |