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ResearchFormerly WizWand

Wafer Map Defect Classification on WM811K

91.3Macro F1URM (Upper Bound)
56.14865.27474.483.526May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
URM (Upper Bound)2026.0591.3
⋆-CL-MMD2026.0585.5
⋆-CL-MMDunsupervised updates=true2026.0585.5
ER-ACE2026.0585.4
STAR2026.0585.1
⋆-CL-CORAL2026.0584.8
⋆-CL-CORALunsupervised updates=true2026.0584.8
EFC2026.0584.7
⋆-CL-ANDMask2026.0584.6
⋆-CL-ANDMaskunsupervised updates=true2026.0584.6
EWC2026.0584.2
AGEM2026.0584.1
⋆-CL-VREX2026.0584.1
⋆-CL-VREXunsupervised updates=true2026.0584.1
FDR2026.0584
COPE2026.0584
⋆-CL-Fishr2026.0583.6
⋆-CL-Fishrunsupervised updates=true2026.0583.6
SI2026.0583.3
Finetune2026.0582.8
Finetuneunsupervised updates=true2026.0582.8
LODE2026.0580.1
CoTTAunsupervised updates=true2026.0578.2
TENTunsupervised updates=true2026.0577.1
SNR2026.0576.2
SARL2026.0575.5
UPGD2026.0574.6
SHOTPPunsupervised updates=true2026.0557.5