Graph Out-of-Distribution Detection on Esol MUV ID OOD
92.88AUPRDGP-Sim
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DGP-Simbackbone=SimGRACE2026.03 | 92.88 | — | |
| SEGO2026.03 | 91.54 | — | |
| DGP-GCLbackbone=GCL2026.03 | 89.17 | — | |
| HGOE2026.03 | 87.62 | — | |
| GraphDE2026.03 | 80.88 | — | |
| GlocalKD2026.03 | 80.56 | — | |
| GOOD-D2026.03 | 80.11 | — | |
| GOODAT2026.03 | 78.28 | — | |
| GCLfine-tuned=true2026.03 | 75.86 | — | |
| GCL2026.03 | 75.13 | — | |
| AAGOD-Simbackbone=SimGRACE2026.03 | 73.58 | — | |
| SimGRACEfine-tuned=true2026.03 | 73.04 | — | |
| AAGOD-GCLbackbone=GCL2026.03 | 72.52 | — | |
| SimGRACE2026.03 | 71.17 | — | |
| OCGIN2026.03 | 59.47 | — | |
| NegLabel2026.03 | 57.94 | — | |
| PFSOOD2026.03 | 49.77 | — | |
| AdaNeg2026.03 | 49.16 | — | |
| PRO2026.03 | 36.13 | — | |
| Local-Prompt2026.03 | 26.3 | — | |
| GOODAT2026.02 | — | 0.8591 | |
| GraphCL-iF2026.02 | — | 0.6212 | |
| GraphCL-MD2026.02 | — | 0.7873 | |
| GTrans2026.02 | — | 0.7631 | |
| InfoGraph-iF2026.02 | — | 0.5416 | |
| InfoGraph-MD2026.02 | — | 0.7757 | |
| PK-iF2026.02 | — | 0.5085 | |
| PK-LOF2026.02 | — | 0.5082 | |
| PK-OCSVM2026.02 | — | 0.51 | |
| SIGOOD2026.02 | — | 0.8772 | |
| WL-iF2026.02 | — | 0.5061 | |
| WL-LOF2026.02 | — | 0.5126 | |
| WL-OCSVM2026.02 | — | 0.5097 |