Wafer Map Defect Classification on WM811K
91.3Macro F1URM (Upper Bound)
Evaluation Results
| Method | Links | |
|---|---|---|
| URM (Upper Bound)2026.05 | 91.3 | |
| ⋆-CL-MMD2026.05 | 85.5 | |
| ⋆-CL-MMDunsupervised updates=true2026.05 | 85.5 | |
| ER-ACE2026.05 | 85.4 | |
| STAR2026.05 | 85.1 | |
| ⋆-CL-CORAL2026.05 | 84.8 | |
| ⋆-CL-CORALunsupervised updates=true2026.05 | 84.8 | |
| EFC2026.05 | 84.7 | |
| ⋆-CL-ANDMask2026.05 | 84.6 | |
| ⋆-CL-ANDMaskunsupervised updates=true2026.05 | 84.6 | |
| EWC2026.05 | 84.2 | |
| AGEM2026.05 | 84.1 | |
| ⋆-CL-VREX2026.05 | 84.1 | |
| ⋆-CL-VREXunsupervised updates=true2026.05 | 84.1 | |
| FDR2026.05 | 84 | |
| COPE2026.05 | 84 | |
| ⋆-CL-Fishr2026.05 | 83.6 | |
| ⋆-CL-Fishrunsupervised updates=true2026.05 | 83.6 | |
| SI2026.05 | 83.3 | |
| Finetune2026.05 | 82.8 | |
| Finetuneunsupervised updates=true2026.05 | 82.8 | |
| LODE2026.05 | 80.1 | |
| CoTTAunsupervised updates=true2026.05 | 78.2 | |
| TENTunsupervised updates=true2026.05 | 77.1 | |
| SNR2026.05 | 76.2 | |
| SARL2026.05 | 75.5 | |
| UPGD2026.05 | 74.6 | |
| SHOTPPunsupervised updates=true2026.05 | 57.5 |