Graph Out-of-Distribution Detection on ClinTox ID LIPO OOD (AUPR)
76.29AUPRSEGO
Evaluation results
| Method | Links | |
|---|---|---|
| SEGO2026.03 | 76.29 | |
| DGP-GCLbackbone=GCL2026.03 | 71.23 | |
| DGP-Simbackbone=SimGRACE2026.03 | 68.96 | |
| GOOD-D2026.03 | 68.78 | |
| NegLabel2026.03 | 67.8 | |
| AAGOD-GCLbackbone=GCL2026.03 | 63.71 | |
| PRO2026.03 | 58.86 | |
| GraphDE2026.03 | 58.3 | |
| GOODAT2026.03 | 58.28 | |
| GlocalKD2026.03 | 58.07 | |
| HGOE2026.03 | 57.45 | |
| AdaNeg2026.03 | 56.78 | |
| Local-Prompt2026.03 | 53.91 | |
| AAGOD-Simbackbone=SimGRACE2026.03 | 51.72 | |
| OCGIN2026.03 | 51.71 | |
| SimGRACE2026.03 | 51.12 | |
| GCLfine-tuned=true2026.03 | 51.02 | |
| GCL2026.03 | 50 | |
| SimGRACEfine-tuned=true2026.03 | 49.12 | |
| PFSOOD2026.03 | 46.13 |