Graph Out-of-Distribution Detection on AIDS DHFR ID OOD
99.48AUCSEGO
Evaluation results
| Method | Links | |
|---|---|---|
| SEGO2026.03 | 99.48 | |
| HGOE2026.03 | 99.28 | |
| GOOD-D2026.03 | 99.07 | |
| DGPPre-trained Encoder=SimGRACE2026.03 | 98.99 | |
| AAGODPre-trained Encoder=GCL2026.03 | 98.03 | |
| SimGRACETraining=Fine-tuned2026.03 | 97.93 | |
| GCLTraining=Fine-tuned2026.03 | 97.75 | |
| GCLTraining=Self-supervised2026.03 | 97.54 | |
| SIGOOD2026.02 | 97.38 | |
| DGPPre-trained Encoder=GCL2026.03 | 97.34 | |
| SimGRACETraining=Self-supervised2026.03 | 97.08 | |
| GOODAT2026.02 | 96.43 | |
| GOODAT2026.03 | 96.43 | |
| GraphCL-MD2026.02 | 93.75 | |
| GlocalKD2026.03 | 93.67 | |
| AAGODPre-trained Encoder=SimGRACE2026.03 | 93.27 | |
| InfoGraph-iF2026.02 | 93.1 | |
| GraphCL-iF2026.02 | 92.9 | |
| PRO2026.03 | 86.64 | |
| OCGIN2026.03 | 86.01 | |
| AdaNeg2026.03 | 72.15 | |
| InfoGraph-MD2026.02 | 69.02 | |
| Local-Prompt2026.03 | 68.61 | |
| GraphDE2026.03 | 62.34 | |
| GTrans2026.02 | 60.12 | |
| PK-iF2026.02 | 51.1 | |
| WL-OCSVM2026.02 | 50.98 | |
| WL-LOF2026.02 | 50.77 | |
| PK-OCSVM2026.02 | 50.17 | |
| PK-LOF2026.02 | 50.15 | |
| WL-iF2026.02 | 50.1 | |
| NegLabel2026.03 | 34.79 | |
| PFSOOD2026.03 | 10.06 |