Graph Out-of-Distribution Detection on Pubmed Feature Shift
99.67AUROCDeGEM + TIDE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DeGEM + TIDEintegration=TIDE objective2026.05 | 99.67 | 91.73 | 0.59 | 78.7 | |
| DeGEM2026.05 | 99.63 | 93.4 | 1.7 | 79 | |
| TIDE2026.05 | 97.44 | 81.7 | 12.53 | 76.4 | |
| GNNSAFE2026.05 | 95.18 | 74.41 | 27.62 | 76.57 | |
| GOLD + TIDEintegration=TIDE objective2026.05 | 93.15 | 99 | 3.8 | 74.7 | |
| GOLD2026.05 | 87.28 | 98.49 | 6.98 | 73.2 |