Out-of-Distribution Detection on WikiCS
8.32FPR@95LG-Plug + GRASP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LG-Plug + GRASPIntegrated with=LG-Plug, Base Method=GRASP2026.02 | 8.32 | 97.33 | |
| LG-Plug + GNNSafeIntegrated with=LG-Plug, Base Method=GNNSafe2026.02 | 15.56 | 94.31 | |
| GRASP2026.02 | 20.32 | 93.53 | |
| GOLD2026.02 | 34.41 | 85.28 | |
| LLMGuard2026.02 | 46.42 | 86.2 | |
| ODIN2026.02 | 52.73 | 85.93 | |
| GNNSafe2026.02 | 53.51 | 86.2 | |
| GPN2026.02 | 55.17 | 84.65 | |
| GLIP-OOD2026.02 | 55.38 | 84.1 | |
| GOE-LLM2026.02 | 58.3 | 78.42 | |
| NodeSafe2026.02 | 58.96 | 85.54 | |
| MSP2026.02 | 65.66 | 79.51 | |
| Mahalanobis2026.02 | 78.48 | 69.24 |