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ResearchFormerly WizWand

Graph Out-of-Distribution Detection on FreeSolv ID ToxCast OOD

0.754AUCSIGNET
0.4775680.5493340.62110.692866Feb 19, 2026Feb 20, 2026Feb 22, 2026Feb 23, 2026Feb 25, 2026Feb 26, 2026Feb 28, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SIGNET2026.020.754
PGOS2026.020.749
CVTGAD2026.020.73
GLocalKD2026.020.707
SIGOOD2026.020.6889
GOODAT2026.020.6883
GOODAT2026.020.685
OCGIN2026.020.683
GOOD-D2026.020.648
OCGTL2026.020.646
GraphCL-MD2026.020.6031
GCL-MD2026.020.597
IG-iF2026.020.596
IG-MD2026.020.591
InfoGraph-MD2026.020.5805
InfoGraph-iF2026.020.5692
GCL-iF2026.020.567
GraphCL-iF2026.020.5555
WL-iF2026.020.53
WL-iF2026.020.526
PK-iF2026.020.5228
PK-iF2026.020.519
WL-LOF2026.020.5147
GTrans2026.020.5081
WL-SVM2026.020.504
WL-OCSVM2026.020.5038
PK-SVM2026.020.493
PK-LOF2026.020.4916
PK-OCSVM2026.020.4882