OOD Detection on CiteSeer
90.42AUROCLG-Plug + GRASP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LG-Plug + GRASPIntegrated with=LG-Plug, Base Method=GRASP2026.02 | 90.42 | 48.51 | |
| LG-Plug + GNNSafeIntegrated with=LG-Plug, Base Method=GNNSafe2026.02 | 88.82 | 56.25 | |
| GOLD2026.02 | 86.06 | 67.14 | |
| SIGHTBackbone=GCN2026.02 | 84 | — | |
| GRASP2026.02 | 83.53 | 64.62 | |
| LLMGuard2026.02 | 81.52 | 63.8 | |
| Mahalanobis2026.02 | 81.12 | 64.37 | |
| SIGHTBackbone=GAT2026.02 | 81.1 | — | |
| ODIN2026.02 | 80.57 | 70.26 | |
| G-ΔUQBackbone=GAT2026.02 | 80.4 | — | |
| NodeSafe2026.02 | 80.32 | 69.22 | |
| GOE-LLM2026.02 | 79.26 | 67.52 | |
| GNNSafe2026.02 | 79.01 | 69.77 | |
| GLIP-OOD2026.02 | 78.55 | 66.43 | |
| GATBackbone=GAT2026.02 | 78.3 | — | |
| G-ΔUQBackbone=GCN2026.02 | 77.7 | — | |
| GPN2026.02 | 76.89 | 71.55 | |
| MSP2026.02 | 76.03 | 73.8 | |
| GCNBackbone=GCN2026.02 | 74.1 | — |