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ResearchFormerly WizWand

Molecule Classification on ToxCast Task 12 (test)

0.227AUPRCSmoothAP
-0.0036720.0562140.11610.175986Apr 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SmoothAPBackbone=GINE2021.040.227
SOAP (Adam)Backbone=MPNN2021.040.0601
AUC-MBackbone=MPNN2021.040.0454
CB-CEBackbone=GINE2021.040.0385
SOAP (Adam)Backbone=GINE2021.040.0374
FocalBackbone=GINE2021.040.0333
AUC-MBackbone=GINE2021.040.0333
MinMax (Adam)Backbone=MPNN2021.040.0313
LDAMBackbone=MPNN2021.040.0298
FocalBackbone=MPNN2021.040.0294
CB-CEBackbone=MPNN2021.040.0278
CEBackbone=MPNN2021.040.0268
MinMax (Adam)Backbone=GINE2021.040.0223
LDAMBackbone=GINE2021.040.0217
SmoothAPBackbone=MPNN2021.040.0208
CEBackbone=GINE2021.040.0201
SOAP (Adam)Backbone=ML-MPNN2021.040.0181
LDAMBackbone=ML-MPNN2021.040.0179
FastAPBackbone=ML-MPNN2021.040.0153
MinMax (Adam)Backbone=ML-MPNN2021.040.0151
CEBackbone=ML-MPNN2021.040.0124
FocalBackbone=ML-MPNN2021.040.0122
CB-CEBackbone=ML-MPNN2021.040.0104
AUC-MBackbone=ML-MPNN2021.040.0089
SmoothAPBackbone=ML-MPNN2021.040.0079
FastAPBackbone=GINE2021.040.0052
FastAPBackbone=MPNN2021.040.0052