Molecule Classification on ToxCast Task 12 (test)
0.227AUPRCSmoothAP
Evaluation Results
| Method | Links | |
|---|---|---|
| SmoothAPBackbone=GINE2021.04 | 0.227 | |
| SOAP (Adam)Backbone=MPNN2021.04 | 0.0601 | |
| AUC-MBackbone=MPNN2021.04 | 0.0454 | |
| CB-CEBackbone=GINE2021.04 | 0.0385 | |
| SOAP (Adam)Backbone=GINE2021.04 | 0.0374 | |
| FocalBackbone=GINE2021.04 | 0.0333 | |
| AUC-MBackbone=GINE2021.04 | 0.0333 | |
| MinMax (Adam)Backbone=MPNN2021.04 | 0.0313 | |
| LDAMBackbone=MPNN2021.04 | 0.0298 | |
| FocalBackbone=MPNN2021.04 | 0.0294 | |
| CB-CEBackbone=MPNN2021.04 | 0.0278 | |
| CEBackbone=MPNN2021.04 | 0.0268 | |
| MinMax (Adam)Backbone=GINE2021.04 | 0.0223 | |
| LDAMBackbone=GINE2021.04 | 0.0217 | |
| SmoothAPBackbone=MPNN2021.04 | 0.0208 | |
| CEBackbone=GINE2021.04 | 0.0201 | |
| SOAP (Adam)Backbone=ML-MPNN2021.04 | 0.0181 | |
| LDAMBackbone=ML-MPNN2021.04 | 0.0179 | |
| FastAPBackbone=ML-MPNN2021.04 | 0.0153 | |
| MinMax (Adam)Backbone=ML-MPNN2021.04 | 0.0151 | |
| CEBackbone=ML-MPNN2021.04 | 0.0124 | |
| FocalBackbone=ML-MPNN2021.04 | 0.0122 | |
| CB-CEBackbone=ML-MPNN2021.04 | 0.0104 | |
| AUC-MBackbone=ML-MPNN2021.04 | 0.0089 | |
| SmoothAPBackbone=ML-MPNN2021.04 | 0.0079 | |
| FastAPBackbone=GINE2021.04 | 0.0052 | |
| FastAPBackbone=MPNN2021.04 | 0.0052 |