Graph Out-of-Distribution Detection on Tox21 ID SIDER OOD (test)
86.04AUCDGP
Evaluation results
| Method | Links | |
|---|---|---|
| DGPPre-trained Encoder=GCL2026.03 | 86.04 | |
| DGPPre-trained Encoder=SimGRACE2026.03 | 76.37 | |
| AAGODPre-trained Encoder=GCL2026.03 | 71.27 | |
| GOODAT2026.03 | 68.92 | |
| HGOE2026.03 | 68.24 | |
| GCLTraining=Self-supervised2026.03 | 68.17 | |
| GraphDE2026.03 | 67.98 | |
| SimGRACETraining=Self-supervised2026.03 | 67.38 | |
| SimGRACETraining=Fine-tuned2026.03 | 67.26 | |
| AAGODPre-trained Encoder=SimGRACE2026.03 | 67.19 | |
| GCLTraining=Fine-tuned2026.03 | 66.8 | |
| SEGO2026.03 | 66.67 | |
| GOOD-D2026.03 | 66.5 | |
| GlocalKD2026.03 | 66.28 | |
| NegLabel2026.03 | 51.65 | |
| PFSOOD2026.03 | 50.45 | |
| OCGIN2026.03 | 46.09 | |
| PRO2026.03 | 46 | |
| AdaNeg2026.03 | 43.25 | |
| Local-Prompt2026.03 | 25 |