Graph and Node Property Prediction on PNA (test)
-3.106Average ScoreER GNN
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ER GNNfeatures=all2022.06 | -3.106 | -2.789 | -3.082 | -4.047 | -1.858 | -2.894 | -3.962 | |
| ER GNNfeatures=Hitting Times2022.06 | -2.816 | -2.189 | -1.904 | -4.397 | -1.888 | -2.796 | -3.72 | |
| ER GNNfeatures=edge embeddings2022.06 | -2.789 | -2.266 | -2.125 | -4.253 | -1.664 | -2.807 | -3.617 | |
| ER GNN2022.06 | -2.779 | -2.146 | -1.869 | -3.945 | -1.962 | -2.94 | -3.811 | |
| DGNfeatures=eigenvector flows2022.06 | -2.743 | -2.165 | -1.911 | -4.184 | -1.858 | -2.814 | -3.528 | |
| MPNN2022.06 | -2.665 | -2.235 | -2.419 | -3.116 | -1.887 | -2.681 | -3.652 | |
| ER GNNfeatures=node embeddings2022.06 | -2.658 | -2.245 | -2.493 | -3.533 | -1.649 | -2.886 | -3.144 | |
| MPNNfeatures=random2022.06 | -2.49 | -2.136 | -1.808 | -3.873 | -1.696 | -2.614 | -2.813 | |
| GAT2022.06 | -1.73 | -2.213 | -1.935 | -2.644 | -0.618 | -1.43 | -1.538 | |
| GCN2022.06 | -1.592 | -2.283 | -1.978 | -1.698 | -0.618 | -1.432 | -1.541 |