| cora | citeseer | wisconsin | texas | cornell | squirrel | chameleon | |
|---|---|---|---|---|---|---|---|
| 1hopQKV + norm + mixhop | 85.21, 1.27 | 73.71, 1.15 | 74.11, 7.63 | 71.35, 5.16 | 67.56, 7.45 | 73.59, 2.26 | 78.71, 1.48 |
| GCN + norm + mixhop | 84.17, 1.38 | 74.49, 1.76 | 64.71, 9.11 | 72.70, 7.09 | 63.78, 6.42 | 67.31, 1.84 | 76.10, 1.01 |
| GAT +norm +mixhop | 84.59, 0.91 | 73.17, 2.04 | 64.51, 7.96 | 68.38, 7.16 | 63.24, 7.76 | 55.83, 2.01 | 68.55, 1.82 |
| 1hopGAT+ norm + mixhop | 84.65, 1.11 | 73.41, 1.41 | 67.26, 7.29 | 70.27, 7.25 | 69.19, 6.42 | 71.66, 1.84 | 78.05, 1.2 |