Graph Classification on MUV MoleculeNet (test)
33.52AUPRCSOAP
Evaluation results
| Method | Links | |
|---|---|---|
| SOAPBackbone=MPNN2021.04 | 33.52 | |
| CB-CEBackbone=MPNN2021.04 | 4.83 | |
| FocalBackbone=MPNN2021.04 | 2.81 | |
| SOAPBackbone=GINE2021.04 | 2.54 | |
| SOAPBackbone=ML-MPNN2021.04 | 2.36 | |
| FocalBackbone=ML-MPNN2021.04 | 1.22 | |
| CB-CEBackbone=ML-MPNN2021.04 | 1.21 | |
| LDAMBackbone=MPNN2021.04 | 1.18 | |
| SmoothAPBackbone=GINE2021.04 | 0.73 | |
| SmoothAPBackbone=MPNN2021.04 | 0.68 | |
| LDAMBackbone=ML-MPNN2021.04 | 0.59 | |
| CB-CEBackbone=GINE2021.04 | 0.55 | |
| LDAMBackbone=GINE2021.04 | 0.44 | |
| MinMaxBackbone=ML-MPNN2021.04 | 0.43 | |
| FocalBackbone=GINE2021.04 | 0.41 | |
| AUC-MBackbone=MPNN2021.04 | 0.4 | |
| SmoothAPBackbone=ML-MPNN2021.04 | 0.29 | |
| AUC-MBackbone=ML-MPNN2021.04 | 0.28 | |
| MinMaxBackbone=GINE2021.04 | 0.28 | |
| MinMaxBackbone=MPNN2021.04 | 0.27 | |
| AUC-MBackbone=GINE2021.04 | 0.26 | |
| CEBackbone=ML-MPNN2021.04 | 0.25 | |
| FastAPBackbone=MPNN2021.04 | 0.23 | |
| FastAPBackbone=ML-MPNN2021.04 | 0.22 | |
| CEBackbone=MPNN2021.04 | 0.21 | |
| CEBackbone=GINE2021.04 | 0.17 | |
| FastAPBackbone=GINE2021.04 | 0.16 |