Graph Out-of-Distribution Detection on FreeSolv ID ToxCast OOD
0.754AUCSIGNET
Evaluation Results
| Method | Links | |
|---|---|---|
| SIGNET2026.02 | 0.754 | |
| PGOS2026.02 | 0.749 | |
| CVTGAD2026.02 | 0.73 | |
| GLocalKD2026.02 | 0.707 | |
| SIGOOD2026.02 | 0.6889 | |
| GOODAT2026.02 | 0.6883 | |
| GOODAT2026.02 | 0.685 | |
| OCGIN2026.02 | 0.683 | |
| GOOD-D2026.02 | 0.648 | |
| OCGTL2026.02 | 0.646 | |
| GraphCL-MD2026.02 | 0.6031 | |
| GCL-MD2026.02 | 0.597 | |
| IG-iF2026.02 | 0.596 | |
| IG-MD2026.02 | 0.591 | |
| InfoGraph-MD2026.02 | 0.5805 | |
| InfoGraph-iF2026.02 | 0.5692 | |
| GCL-iF2026.02 | 0.567 | |
| GraphCL-iF2026.02 | 0.5555 | |
| WL-iF2026.02 | 0.53 | |
| WL-iF2026.02 | 0.526 | |
| PK-iF2026.02 | 0.5228 | |
| PK-iF2026.02 | 0.519 | |
| WL-LOF2026.02 | 0.5147 | |
| GTrans2026.02 | 0.5081 | |
| WL-SVM2026.02 | 0.504 | |
| WL-OCSVM2026.02 | 0.5038 | |
| PK-SVM2026.02 | 0.493 | |
| PK-LOF2026.02 | 0.4916 | |
| PK-OCSVM2026.02 | 0.4882 |