Graph Out-of-Distribution Detection on Tox21 SIDER ID OOD
74.2AUC (%)PGOS
Evaluation results
| Method | Links | |
|---|---|---|
| PGOS2026.02 | 74.2 | |
| SIGOOD2026.02 | 69.97 | |
| GOODAT2026.02 | 68.92 | |
| OCGIN2026.02 | 68.1 | |
| CVTGAD2026.02 | 68.1 | |
| GOODAT2026.02 | 66.8 | |
| GOOD-D2026.02 | 66.3 | |
| SIGNET2026.02 | 65.6 | |
| GTrans2026.02 | 61.67 | |
| OCGTL2026.02 | 60.9 | |
| GCL-MD2026.02 | 60.7 | |
| InfoGraph-MD2026.02 | 59.97 | |
| IG-MD2026.02 | 58.6 | |
| GraphCL-MD2026.02 | 58.3 | |
| GCL-iF2026.02 | 58 | |
| IG-iF2026.02 | 57.6 | |
| GraphCL-iF2026.02 | 56.81 | |
| GLocalKD2026.02 | 56.7 | |
| InfoGraph-iF2026.02 | 56.28 | |
| WL-LOF2026.02 | 51.92 | |
| PK-LOF2026.02 | 51.33 | |
| PK-OCSVM2026.02 | 51.33 | |
| WL-iF2026.02 | 51.3 | |
| WL-OCSVM2026.02 | 51.08 | |
| PK-SVM2026.02 | 51 | |
| PK-iF2026.02 | 50.7 | |
| WL-SVM2026.02 | 50.7 | |
| WL-iF2026.02 | 50.25 | |
| PK-iF2026.02 | 49.87 |