Node-level graph OOD detection on Citeseer
92.16AUROCTIDE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TIDEOOD Exposure=w/ OE2026.05 | 92.16 | 75.9 | 29.22 | 75.81 | |
| GNNSafe++OOD Exposure=GS++2026.05 | 85.69 | 65.89 | 54.76 | 72.74 | |
| NODESAFE++OOD Exposure=NS++2026.05 | 84.29 | 64.86 | 56.12 | 68.6 | |
| Energy FTOOD Exposure=Energy Fine-Tuning2026.05 | 79.81 | 52.79 | 57.37 | 72.66 | |
| OEOOD Exposure=Outlier Exposure2026.05 | 63.75 | 47.2 | 74.15 | 62.24 |