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Anomaly Segmentation on MVTec AD

0.9906AUROC (Pixelwise)

PNI (w/ refine)

0.8235760.8669380.91030.953662Jun 15, 2021Apr 17, 2022Feb 17, 2023Dec 20, 2023Oct 21, 2024Aug 23, 2025Jun 26, 2026
Updated 27d 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---------------------------------
2026.06
0.984-------------------------33.5--46.40.9480.9960.5320.686
2026.06
0.984-------------------------29.1--41.90.9480.9960.4580.645
2026.06
0.984-------------------------41.1--550.9480.9960.5830.736
2023.05
0.9836---------------------------------
2023.05
0.982---------------------------------
2021.06
0.981----0.019----------------------------
2021.06
0.981----0.019----------------------------
2026.06
0.981-------------------------29.9--13.60.9340.9910.3510.307
2026.06
0.981-------------------------29.3--38.20.9340.9910.3880.648
2026.06
0.981-------------------------42.5--55.30.9340.9910.5080.851
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----------------------------
2026.06
0.975-------------------------29.7--35.40.9210.9790.3870.507
2026.06
0.975-------------------------27.4--31.80.9210.9790.330.58
2026.06
0.975-------------------------31.7--42.50.9210.9790.4520.739
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------
Showing 100 of 210 rows