Node-level Graph OOD Detection on Twitch
0.9576AUROCGNNSafe++
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GNNSafe++OOD Exposure=GS++2026.05 | 0.9576 | 0.9745 | 0.2981 | 0.7036 | |
| TIDEOOD Exposure=w/ OE2026.05 | 0.9152 | 0.9359 | 0.3319 | 0.6874 | |
| Energy FTOOD Exposure=Energy Fine-Tuning2026.05 | 0.845 | 0.8804 | 0.6129 | 0.7052 | |
| NODESAFE++OOD Exposure=NS++2026.05 | 0.7679 | 0.8397 | 0.3446 | 0.7007 | |
| OEOOD Exposure=Outlier Exposure2026.05 | 0.5572 | 0.7018 | 0.9507 | 0.7073 |