Graph Out-of-Distribution Detection on ClinTox ID LIPO OOD
0.752AUCPGOS
Evaluation Results
| Method | Links | |
|---|---|---|
| PGOS2026.02 | 0.752 | |
| SIGNET2026.02 | 0.73 | |
| SIGOOD2026.02 | 0.7133 | |
| GOODAT2026.02 | 0.685 | |
| CVTGAD2026.02 | 0.678 | |
| GOODAT2026.02 | 0.6246 | |
| OCGIN2026.02 | 0.622 | |
| GTrans2026.02 | 0.5854 | |
| GLocalKD2026.02 | 0.567 | |
| GOOD-D2026.02 | 0.557 | |
| OCGTL2026.02 | 0.548 | |
| GCL-MD2026.02 | 0.533 | |
| PK-SVM2026.02 | 0.519 | |
| PK-iF2026.02 | 0.517 | |
| GraphCL-MD2026.02 | 0.5158 | |
| WL-iF2026.02 | 0.514 | |
| WL-LOF2026.02 | 0.5129 | |
| PK-iF2026.02 | 0.5081 | |
| WL-SVM2026.02 | 0.508 | |
| WL-OCSVM2026.02 | 0.5077 | |
| WL-iF2026.02 | 0.5041 | |
| PK-OCSVM2026.02 | 0.5006 | |
| PK-LOF2026.02 | 0.5 | |
| GCL-iF2026.02 | 0.488 | |
| InfoGraph-iF2026.02 | 0.4851 | |
| InfoGraph-MD2026.02 | 0.4812 | |
| GraphCL-iF2026.02 | 0.4784 | |
| IG-MD2026.02 | 0.469 | |
| IG-iF2026.02 | 0.468 |