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Anomaly Segmentation on MVTec AD

0.9906AUROC (Pixelwise)

PNI (w/ refine)

0.6571760.7437380.83030.916862Jun 15, 2021Mar 30, 2022Jan 13, 2023Oct 29, 2023Aug 12, 2024May 28, 2025Mar 13, 2026
Updated 4d ago

Evaluation Results

MethodLinks
2023.05
0.9906------------------------------
2026.03
0.99--------------------------82---
2026.03
0.99--------------------------92---
2026.03
0.99--------------------------99---
2026.03
0.99--------------------------100---
2023.05
0.9867------------------------------
2023.05
0.9836------------------------------
2023.05
0.982------------------------------
2021.06
0.981----0.019-------------------------
2021.06
0.981----0.019-------------------------
2021.06
0.98----0.02-------------------------
2026.03
0.98--------------------------56---
2026.03
0.98--------------------------93---
2026.03
0.98--------------------------93---
2021.06
0.975----0.025-------------------------
2026.03
0.97--------------------------86---
2026.03
0.97--------------------------94---
2024.09
0.961-----------------------------91.2
2021.06
0.96----0.04-------------------------
2026.03
0.96--------------------------81---
2026.03
0.96--------------------------93---
2026.03
0.96--------------------------98---
2026.03
0.96--------------------------96---
2026.03
0.96--------------------------87---
2021.06
0.957----0.043-------------------------
2026.03
0.95--------------------------96---
2026.03
0.95--------------------------98---
2026.03
0.95--------------------------88---
2024.09
0.947-----------------------------86.2
2025.01
0.943------------------------------
2026.03
0.94--------------------------10---
2026.03
0.94--------------------------87---
2024.09
0.939-----------------------------86.2
2024.09
0.934-----------------------------89.5
2026.01
0.93--0.868---------------------------
2026.03
0.93--------------------------45---
2026.03
0.93--------------------------85---
2024.09
0.925-----------------------------88.2
2024.09
0.923-----------------------------87.9
2026.01
0.922--0.854---------------------------
2026.03
0.92--------------------------93---
2026.03
0.92--------------------------73---
2026.03
0.92--------------------------81---
2025.03
0.918-----------------------48.3------
2024.09
0.916-----------------------------82.2
2024.09
0.913-----------------------------87.3
2025.01
0.911------------------------------
2025.03
0.911-----------------------34.5------
2026.01
0.911--0.814---------------------------
2026.03
0.91--------------------------92---
2026.03
0.91--------------------------95---
2026.03
0.91--------------------------93---
2026.01
0.906--0.833---------------------------
2026.03
0.9--------------------------39---
2026.03
0.9--------------------------54---
2026.03
0.9--------------------------83---
2025.03
0.898-----------------------40------
2025.01
0.893------------------------------
2021.06
0.89----0.11-------------------------
2026.03
0.89--------------------------57---
2026.03
0.89--------------------------85---
2026.03
0.89--------------------------10---
2026.03
0.89--------------------------47---
2026.03
0.89--------------------------76---
2021.06
0.888----0.112-------------------------
2026.03
0.88--------------------------49---
2026.03
0.88--------------------------98---
2025.01
0.876------------------------------
2025.03
0.876-----------------------40.8------
2021.06
0.87----0.13-------------------------
2026.03
0.87--------------------------43---
2026.03
0.87--------------------------85---
2026.03
0.87--------------------------79---
2025.03
0.868-----------------------38.1------
2026.01
0.868--0.338---------------------------
2026.01
0.867--0.635---------------------------
2026.03
0.86--------------------------71---
2026.03
0.86--------------------------45---
2026.03
0.86--------------------------95---
2026.03
0.86--------------------------95---
2026.03
0.86--------------------------99---
2025.01
0.851------------------------------
2025.03
0.851-----------------------18------
2026.01
0.851--0.646---------------------------
2026.03
0.85--------------------------78---
2026.03
0.85--------------------------58---
2026.03
0.85--------------------------65---
2026.03
0.85--------------------------65---
2026.03
0.84--------------------------71---
2026.03
0.84--------------------------78---
2026.03
0.83--------------------------91---
2026.03
0.8--------------------------74---
2026.03
0.76--------------------------49---
2026.03
0.75--------------------------58---
2026.03
0.75--------------------------71---
2026.03
0.75--------------------------77---
2026.03
0.74--------------------------57---
2026.03
0.73--------------------------74---
2026.03
0.68--------------------------41---
2026.03
0.67--------------------------87---
Showing 100 of 195 rows