Misclassification Detection on NTU 2012
99.51AUROCHyperGOOD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HyperGOOD2026.07 | 99.51 | 99.75 | 99.17 | 8.33 | |
| HyperNSD2026.07 | 99.38 | 99.55 | 99.84 | 2.28 | |
| HGCN-Ens2026.07 | 99.32 | 99.22 | 99.06 | 2.53 | |
| HyperGCN2026.07 | 99.3 | 99.38 | 98.99 | 2.96 | |
| HNDiffN2026.07 | 99.3 | 99.49 | 99 | 2.09 | |
| HND2026.07 | 99.27 | 99.52 | 98.82 | 0.61 | |
| HGNN2026.07 | 99.26 | 98.96 | 98.57 | 3.19 | |
| LGNSDE2026.07 | 98.68 | 99.3 | 96.15 | 16.52 | |
| GNSD2026.07 | 97.37 | 98.49 | 93.42 | 10.52 | |
| GPN2026.07 | 80.32 | 85.43 | 70.54 | 28.12 | |
| GNNSafe2026.07 | 70.97 | 81.21 | 57.63 | 43.14 |