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ResearchFormerly WizWand

Molecule Classification on ToxCast Task 8 (test)

0.2561AUPRCSOAP (Adam)
0.0586040.1098770.161150.212423Apr 18, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SOAP (Adam)Backbone=GINE2021.040.2561
CB-CEBackbone=GINE2021.040.2089
CEBackbone=GINE2021.040.2071
FocalBackbone=GINE2021.040.2011
SOAP (Adam)Backbone=MPNN2021.040.1875
MinMax (Adam)Backbone=GINE2021.040.1381
CB-CEBackbone=MPNN2021.040.1349
AUC-MBackbone=MPNN2021.040.1258
FocalBackbone=MPNN2021.040.1223
MinMax (Adam)Backbone=MPNN2021.040.1173
SOAP (Adam)Backbone=ML-MPNN2021.040.1107
CEBackbone=MPNN2021.040.1101
SmoothAPBackbone=MPNN2021.040.1073
LDAMBackbone=GINE2021.040.1071
LDAMBackbone=MPNN2021.040.1062
FastAPBackbone=MPNN2021.040.1037
FastAPBackbone=GINE2021.040.0999
SmoothAPBackbone=ML-MPNN2021.040.0987
AUC-MBackbone=ML-MPNN2021.040.0979
LDAMBackbone=ML-MPNN2021.040.0934
FastAPBackbone=ML-MPNN2021.040.0932
CEBackbone=ML-MPNN2021.040.0923
SmoothAPBackbone=GINE2021.040.0911
MinMax (Adam)Backbone=ML-MPNN2021.040.0903
FocalBackbone=ML-MPNN2021.040.0792
CB-CEBackbone=ML-MPNN2021.040.0734
AUC-MBackbone=GINE2021.040.0662