Graph Out-of-Distribution Detection on FreeSolv ID ToxCast OOD (test)
91.72AUCDGP
Evaluation results
| Method | Links | |
|---|---|---|
| DGPPre-trained Encoder=SimGRACE2026.03 | 91.72 | |
| SEGO2026.03 | 90.95 | |
| DGPPre-trained Encoder=GCL2026.03 | 88.67 | |
| SimGRACETraining=Fine-tuned2026.03 | 83.01 | |
| HGOE2026.03 | 82.89 | |
| GCLTraining=Fine-tuned2026.03 | 81.49 | |
| GCLTraining=Self-supervised2026.03 | 80.73 | |
| GOOD-D2026.03 | 80.13 | |
| SimGRACETraining=Self-supervised2026.03 | 75.22 | |
| AAGODPre-trained Encoder=GCL2026.03 | 71.51 | |
| AAGODPre-trained Encoder=SimGRACE2026.03 | 69.92 | |
| PFSOOD2026.03 | 69.76 | |
| GOODAT2026.03 | 68.83 | |
| GlocalKD2026.03 | 64.82 | |
| OCGIN2026.03 | 59.6 | |
| GraphDE2026.03 | 58.79 | |
| AdaNeg2026.03 | 49.82 | |
| NegLabel2026.03 | 45.59 | |
| PRO2026.03 | 36 | |
| Local-Prompt2026.03 | 25.2 |