Graph Out-of-Distribution Detection on PTC_MR (ID) MUTAG (OOD) (test)
88.24AUCDGP
Evaluation results
| Method | Links | |
|---|---|---|
| DGPPre-trained Encoder=GCL2026.03 | 88.24 | |
| SEGO2026.03 | 85.02 | |
| GCLTraining=Fine-tuned2026.03 | 84.26 | |
| DGPPre-trained Encoder=SimGRACE2026.03 | 84.08 | |
| GOODAT2026.03 | 81.84 | |
| GraphDE2026.03 | 81.31 | |
| GOOD-D2026.03 | 81.21 | |
| OCGIN2026.03 | 80.38 | |
| SimGRACETraining=Fine-tuned2026.03 | 79.67 | |
| HGOE2026.03 | 75.1 | |
| GlocalKD2026.03 | 70.63 | |
| AAGODPre-trained Encoder=SimGRACE2026.03 | 69.03 | |
| AAGODPre-trained Encoder=GCL2026.03 | 65.74 | |
| SimGRACETraining=Self-supervised2026.03 | 65.4 | |
| GCLTraining=Self-supervised2026.03 | 62.89 | |
| PFSOOD2026.03 | 61.57 | |
| Local-Prompt2026.03 | 59.9 | |
| NegLabel2026.03 | 56.61 | |
| AdaNeg2026.03 | 54.06 | |
| PRO2026.03 | 40.86 |