| graph-classification-on-dd | GraphStar | #17 | Accuracy: 79.60% |
| graph-classification-on-enzymes | GraphStar | #19 | Accuracy: 67.1% |
| graph-classification-on-mutag | GraphStar | #11 | Accuracy: 91.2% |
| graph-classification-on-proteins | GraphStar | #19 | Accuracy: 77.90% |
| node-classification-on-citeseer | GraphStar | #47 | Accuracy: 71.0 |
| node-classification-on-cora | GraphStar | #45 | Accuracy: 82.1% |
| node-classification-on-ppi | GraphStar | #7 | F1: 99.4 |
| node-classification-on-pubmed | GraphStar | #49 | Accuracy: 77.2% |
| sentiment-analysis-on-imdb | GraphStar | #6 | Accuracy: 96.0 |
| sentiment-analysis-on-mr | GraphStar | #13 | Accuracy: 76.6 |
| text-classification-on-20news | GraphStar | #7 | Accuracy: 86.9 |
| text-classification-on-ohsumed | GraphStar | #7 | Accuracy: 64.2 |
| text-classification-on-r52 | GraphStar | #2 | Accuracy: 95.00 |
| text-classification-on-r8 | GraphStar | #12 | Accuracy: 97.4 |