Misclassification Detection on Cora-CA
85.24AUROCHyperNSD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HyperNSD2026.07 | 85.24 | 95.2 | 74.04 | 59.34 | |
| HNDiffN2026.07 | 83.27 | 93.14 | 64.71 | 68.15 | |
| HyperGOOD2026.07 | 83.16 | 92.71 | 68.04 | 79.5 | |
| HGNN2026.07 | 82.74 | 93.8 | 58.75 | 66.67 | |
| HND2026.07 | 81.89 | 93.34 | 55.52 | 62.12 | |
| HGCN-Ens2026.07 | 81.85 | 91.98 | 58.68 | 73.07 | |
| HyperGCN2026.07 | 81.21 | 93.36 | 59.85 | 69.88 | |
| LGNSDE2026.07 | 81.12 | 93.89 | 53.12 | 76.13 | |
| GNNSafe2026.07 | 79.79 | 85.31 | 71.68 | 78.98 | |
| GNSD2026.07 | 78.73 | 90.46 | 53.92 | 86.87 | |
| GPN2026.07 | 76.52 | 82.85 | 67.75 | 79.79 |