OOD detection on Books-History
36.03FPR@95LG-Plug + GRASP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LG-Plug + GRASPIntegrated with=LG-Plug, Base Method=GRASP2026.02 | 36.03 | 89.58 | |
| LG-Plug + GNNSafeIntegrated with=LG-Plug, Base Method=GNNSafe2026.02 | 40.18 | 84.33 | |
| LLMGuard2026.02 | 41.25 | 82.61 | |
| GRASP2026.02 | 43.03 | 85.38 | |
| GOLD2026.02 | 45.9 | 81.61 | |
| GNNSafe2026.02 | 47.72 | 82.81 | |
| NodeSafe2026.02 | 50.81 | 84.21 | |
| GPN2026.02 | 51.02 | 80.74 | |
| GLIP-OOD2026.02 | 52.4 | 85.15 | |
| GOE-LLM2026.02 | 54.12 | 81.37 | |
| ODIN2026.02 | 54.21 | 84.03 | |
| MSP2026.02 | 57.06 | 80.81 | |
| Mahalanobis2026.02 | 89.97 | 67.46 |