| node-classification-on-actor | GNNMoE(SAGE-like P) | #6 | Accuracy: 37.97±1.01 |
| node-classification-on-actor | GNNMoE(GAT-like P) | #11 | Accuracy: 37.76±0.98 |
| node-classification-on-actor | GNNMoE(GCN-like P) | #14 | Accuracy: 37.59±1.36 |
| node-classification-on-amazon-computers-1 | GNNMoE(GCN-like P) | #4 | Accuracy: 92.17±0.50 |
| node-classification-on-amazon-computers-1 | GNNMoE(GAT-like P) | #5 | Accuracy: 91.98±0.46 |
| node-classification-on-amazon-computers-1 | GNNMoE(SAGE-like P) | #6 | Accuracy: 91.85±0.39 |
| node-classification-on-amazon-photo-1 | GNNMoE(GCN-like P) | #4 | Accuracy: 95.81±0.41 |
| node-classification-on-amazon-photo-1 | GNNMoE(GAT-like P) | #5 | Accuracy: 95.71±0.37 |
| node-classification-on-amazon-photo-1 | GNNMoE(SAGE-like P) | #6 | Accuracy: 95.46±0.24 |
| node-classification-on-chameleon-48-32-20 | GNNMoE(GCN-like P) | #2 | Accuracy: 47.19±2.93 |
| node-classification-on-chameleon-48-32-20 | GNNMoE(SAGE-like P) | #3 | Accuracy: 45.73±3.19 |
| node-classification-on-chameleon-48-32-20 | GNNMoE(GAT-like P) | #4 | Accuracy: 45.56±3.94 |
| node-classification-on-coauthor-cs | GNNMoE(GCN-like P) | #5 | Accuracy: 95.81±0.26 |
| node-classification-on-coauthor-cs | GNNMoE(GAT-like P) | #8 | Accuracy: 95.72±0.23 |
| node-classification-on-coauthor-cs | GNNMoE(SAGE-like P) | #10 | Accuracy: 95.68±0.24 |
| node-classification-on-coauthor-physics | GNNMoE(GAT-like P) | #6 | Accuracy: 97.05±0.19 |
| node-classification-on-coauthor-physics | GNNMoE(GCN-like P) | #7 | Accuracy: 97.03±0.13 |
| node-classification-on-coauthor-physics | GNNMoE(SAGE-like P) | #12 | Accuracy: 96.81±0.22 |
| node-classification-on-facebook | GNNMoE(GCN-like P) | #1 | Accuracy: 95.53±0.35 |
| node-classification-on-facebook | GNNMoE(GAT-like P) | #2 | Accuracy: 95.21±0.25 |
| node-classification-on-facebook | GNNMoE(SAGE-like P) | #3 | Accuracy: 94.63±0.36 |
| node-classification-on-penn94 | GNNMoE(GCN-like P) | #6 | Accuracy: 85.11±0.39 |
| node-classification-on-penn94 | GNNMoE(SAGE-like P) | #12 | Accuracy: 84.05±0.37 |
| node-classification-on-penn94 | GNNMoE(GAT-like P) | #16 | Accuracy: 81.98±0.47 |
| node-classification-on-roman-empire | GNNMoE(GAT-like P) | #5 | Accuracy (% ): 87.29±0.60 |
| node-classification-on-roman-empire | GNNMoE(SAGE-like P) | #6 | Accuracy (% ): 86.00±0.45 |
| node-classification-on-roman-empire | GNNMoE(GCN-like P) | #7 | Accuracy (% ): 85.05±0.55 |
| node-classification-on-squirrel-48-32-20 | GNNMoE(GCN-like P) | #2 | Accuracy: 44.02±2.59 |
| node-classification-on-squirrel-48-32-20 | GNNMoE(SAGE-like P) | #3 | Accuracy: 39.19±2.84 |
| node-classification-on-squirrel-48-32-20 | GNNMoE(GAT-like P) | #4 | Accuracy: 39.19±3.94 |
| node-classification-on-tolokers | GNNMoE(GAT-like P) | #2 | AUCROC: 85.45±0.94 |
| node-classification-on-tolokers | GNNMoE(GCN-like P) | #3 | AUCROC: 84.77±0.93 |
| node-classification-on-tolokers | GNNMoE(SAGE-like P) | #4 | AUCROC: 83.96±0.75 |
| node-property-prediction-on-ogbn-arxiv | GNNMoE(GAT-like P) | #51 | Test Accuracy: 0.7245±0.0032 |
| node-property-prediction-on-ogbn-arxiv | GNNMoE(GCN-like P) | #52 | Test Accuracy: 0.7229±0.0016 |
| node-property-prediction-on-ogbn-arxiv | GNNMoE(SAGE-like P) | #64 | Test Accuracy: 0.7194±0.0025 |