| node-classification-on-non-homophilic-heterophilic-graphs-on-cornell-48-32-20-fixed-splits | Diag-NSD | #1 | 1:1 Accuracy: 86.49 ± 7.35 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-cornell-48-32-20-fixed-splits | Gen-NSD | #7 | 1:1 Accuracy: 85.68 ± 6.51 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-cornell-48-32-20-fixed-splits | O(d) - NSD | #13 | 1:1 Accuracy: 84.86 ± 4.71 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-wisconsin-48-32-20-fixed-splits | O(d)-NSD | #1 | 1:1 Accuracy: 89.41 ± 4.74 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-wisconsin-48-32-20-fixed-splits | Gen-NSD | #2 | 1:1 Accuracy: 89.21 ± 3.84 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-wisconsin-48-32-20-fixed-splits | Diag-NSD | #3 | 1:1 Accuracy: 88.63 ± 2.75 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-film-48-32-20-fixed-splits | O(d)-NSD | #2 | 1:1 Accuracy: 37.81 ± 1.15 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-film-48-32-20-fixed-splits | Gen-NSD | #3 | 1:1 Accuracy: 37.80 ± 1.22 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-film-48-32-20-fixed-splits | Diag-NSD | #4 | 1:1 Accuracy: 37.79 ± 1.01 |
| node-classification-on-wisconsin | O(d)-NSD | #3 | Accuracy: 89.41 ± 4.74 |
| node-classification-on-wisconsin | Gen-NSD | #4 | Accuracy: 89.21 ± 3.84 |
| node-classification-on-wisconsin | Diag-NSD | #8 | Accuracy: 88.63 ± 2.75 |
| node-classification-on-cornell | Diag-NSD | #6 | Accuracy: 86.49 ± 7.35 |
| node-classification-on-cornell | Gen-NSD | #14 | Accuracy: 85.68 ± 6.51 |
| node-classification-on-cornell | O(d)-NSD | #22 | Accuracy: 84.86 ± 4.71 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-texas-48-32-20-fixed-splits | O(d)-NSD | #7 | 1:1 Accuracy: 85.95 ± 5.51 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-texas-48-32-20-fixed-splits | Diag-NSD | #8 | 1:1 Accuracy: 85.67 ± 6.95 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-texas-48-32-20-fixed-splits | Gen-NSD | #17 | 1:1 Accuracy: 82.97 ± 5.13 |
| node-classification-on-actor | O(d)-NSD | #8 | Accuracy: 37.81 ± 1.15 |
| node-classification-on-actor | Gen-NSD | #9 | Accuracy: 37.80 ± 1.22 |
| node-classification-on-actor | Diag-NSD | #10 | Accuracy: 37.79 ± 1.01 |
| node-classification-on-citeseer-48-32-20-fixed-splits | Diag-NSD | #10 | 1:1 Accuracy: 77.14 ± 1.85 |
| node-classification-on-citeseer-48-32-20-fixed-splits | O(d)-NSD | #17 | 1:1 Accuracy: 76.70 ± 1.57 |
| node-classification-on-citeseer-48-32-20-fixed-splits | Gen-NSD | #20 | 1:1 Accuracy: 76.32 ± 1.65 |
| node-classification-on-pubmed-48-32-20-fixed-splits | O(d)-NSD | #10 | 1:1 Accuracy: 89.49 ± 0.40 |
| node-classification-on-pubmed-48-32-20-fixed-splits | Diag-NSD | #11 | 1:1 Accuracy: 89.42 ± 0.43 |
| node-classification-on-pubmed-48-32-20-fixed-splits | Gen-NSD | #12 | 1:1 Accuracy: 89.33 ± 0.35 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-chameleon-48-32-20-fixed-splits | Diag-NSD | #14 | 1:1 Accuracy: 68.68 ± 1.73 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-chameleon-48-32-20-fixed-splits | O(d)-NSD | #17 | 1:1 Accuracy: 68.04 ± 1.58 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-chameleon-48-32-20-fixed-splits | Gen-NSD | #18 | 1:1 Accuracy: 67.93 ± 1.58 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-squirrel-48-32-20-fixed-splits | O(d)-NSD | #14 | 1:1 Accuracy: 56.34 ± 1.32 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-squirrel-48-32-20-fixed-splits | Diag-NSD | #17 | 1:1 Accuracy: 54.78 ± 1.81 |
| node-classification-on-non-homophilic-heterophilic-graphs-on-squirrel-48-32-20-fixed-splits | Gen-NSD | #18 | 1:1 Accuracy: 53.17 ± 1.31 |
| node-classification-on-texas | O(d)-NSD | #18 | Accuracy: 85.95 ± 5.51 |
| node-classification-on-texas | Diag-NSD | #19 | Accuracy: 85.67 ± 6.95 |
| node-classification-on-texas | Gen-NSD | #32 | Accuracy: 82.97 ± 5.13 |
| node-classification-on-cora-48-32-20-fixed-splits | Gen-NSD | #19 | 1:1 Accuracy: 87.30 ± 1.15 |
| node-classification-on-cora-48-32-20-fixed-splits | Diag-NSD | #20 | 1:1 Accuracy: 87.14 ± 1.06 |
| node-classification-on-cora-48-32-20-fixed-splits | O(d)-NSD | #21 | 1:1 Accuracy: 86.90 ± 1.13 |
| node-classification-on-squirrel | O(d)-NSD | #22 | Accuracy: 56.34 ± 1.32 |
| node-classification-on-squirrel | Diag-NSD | #26 | Accuracy: 54.78 ± 1.81 |
| node-classification-on-squirrel | Gen-NSD | #28 | Accuracy: 53.17 ± 1.31 |
| node-classification-on-chameleon | Diag-NSD | #25 | Accuracy: 68.68 ± 1.73 |
| node-classification-on-chameleon | O(d)-NSD | #29 | Accuracy: 68.04 ± 1.58 |
| node-classification-on-chameleon | Gen-NSD | #30 | Accuracy: 67.93 ± 1.58 |