Graph Out-of-Distribution Detection on Esol MUV ID OOD (test)
95.13AUCDGP
Evaluation results
| Method | Links | |
|---|---|---|
| DGPPre-trained Encoder=SimGRACE2026.03 | 95.13 | |
| SEGO2026.03 | 94.59 | |
| HGOE2026.03 | 92.64 | |
| GOOD-D2026.03 | 91.52 | |
| DGPPre-trained Encoder=GCL2026.03 | 89.49 | |
| GlocalKD2026.03 | 86.83 | |
| GOODAT2026.03 | 85.91 | |
| GCLTraining=Fine-tuned2026.03 | 81.91 | |
| GCLTraining=Self-supervised2026.03 | 80.02 | |
| SimGRACETraining=Fine-tuned2026.03 | 79.29 | |
| AAGODPre-trained Encoder=GCL2026.03 | 78.17 | |
| SimGRACETraining=Self-supervised2026.03 | 77.87 | |
| AAGODPre-trained Encoder=SimGRACE2026.03 | 76.45 | |
| GraphDE2026.03 | 73.06 | |
| OCGIN2026.03 | 54.04 | |
| NegLabel2026.03 | 48.81 | |
| PFSOOD2026.03 | 47.12 | |
| AdaNeg2026.03 | 27.08 | |
| PRO2026.03 | 24 | |
| Local-Prompt2026.03 | 10 |