Misclassification Detection on Cora
86.28AUROCHyperNSD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HyperNSD2026.07 | 86.28 | 97.25 | 80.4 | 55.88 | |
| HND2026.07 | 85.13 | 95.77 | 57.75 | 65.28 | |
| HGNN2026.07 | 84.5 | 95.08 | 59.2 | 66.21 | |
| LGNSDE2026.07 | 83.66 | 93.9 | 64.13 | 60 | |
| HGCN-Ens2026.07 | 83.17 | 95.45 | 53.46 | 71.92 | |
| GNNSafe2026.07 | 83.16 | 90.77 | 69.74 | 68.95 | |
| HyperGOOD2026.07 | 82.79 | 91.31 | 76.81 | 69.73 | |
| HyperGCN2026.07 | 82.36 | 94.59 | 51.2 | 73.29 | |
| HNDiffN2026.07 | 81.7 | 94.23 | 53.81 | 72.67 | |
| GNSD2026.07 | 80 | 91.53 | 57.51 | 76.02 | |
| GPN2026.07 | 79.46 | 85.94 | 71.89 | 61.63 |