Graph Out-of-Distribution Detection on ClinTox ID LIPO OOD (test)
0.8058AUCDGP
Evaluation results
| Method | Links | |
|---|---|---|
| DGPPre-trained Encoder=GCL2026.03 | 0.8058 | |
| SEGO2026.03 | 0.7899 | |
| DGPPre-trained Encoder=SimGRACE2026.03 | 0.7876 | |
| HGOE2026.03 | 0.7009 | |
| AAGODPre-trained Encoder=GCL2026.03 | 0.6929 | |
| GOOD-D2026.03 | 0.6918 | |
| GOODAT2026.03 | 0.6246 | |
| GCLTraining=Fine-tuned2026.03 | 0.5892 | |
| SimGRACETraining=Self-supervised2026.03 | 0.5884 | |
| GCLTraining=Self-supervised2026.03 | 0.5764 | |
| PRO2026.03 | 0.57 | |
| AAGODPre-trained Encoder=SimGRACE2026.03 | 0.559 | |
| GlocalKD2026.03 | 0.5571 | |
| AdaNeg2026.03 | 0.5568 | |
| SimGRACETraining=Fine-tuned2026.03 | 0.5496 | |
| GraphDE2026.03 | 0.533 | |
| OCGIN2026.03 | 0.4913 | |
| NegLabel2026.03 | 0.4497 | |
| Local-Prompt2026.03 | 0.433 | |
| PFSOOD2026.03 | 0.4249 |