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Anomaly Localization on MVTec-AD (Per-Class Metrics)

0.39Bottle ScoreCAVGA-Rw
0.03640.12820.220.3118Nov 19, 2019

Evaluation results

MethodLinks
CAVGA-RwSupervision setting=weakly supervised, Network architecture=CAVGA-R (ResNet/Pretrained)2019.110.390.790.410.460.840.530.660.810.810.550.510.450.630.660.310.590.93
CAVGA-DwSupervision setting=weakly supervised, Network architecture=CAVGA-D (DC-GAN)2019.110.360.580.380.460.80.440.610.70.470.420.490.380.60.510.290.50.92
CAVGA-RuSupervision setting=unsupervised, Network architecture=CAVGA-R (ResNet/Pretrained)2019.110.340.510.310.450.790.40.590.730.380.380.440.350.570.480.260.470.89
CAVGA-DuSupervision setting=unsupervised, Network architecture=CAVGA-D (DC-GAN)2019.110.30.440.250.390.760.340.560.710.310.320.370.30.540.420.20.410.85
AVID2019.110.280.540.210.050.320.110.140.250.090.510.270.180.430.220.250.260.78
gamma-VAE_g2019.110.270.630.240.220.410.480.450.790.380.360.260.440.370.380.170.390.86
LSA2019.110.270.410.220.380.770.180.410.760.320.20.360.210.480.380.140.370.79
ADVAE2019.110.270.440.110.490.240.180.140.10.230.020.180.30.140.170.060.20.86
AE_L22019.110.220.410.110.260.670.250.290.380.230.830.050.220.510.340.130.330.82
AE_SSIM2019.110.1500.090.010.340.070.360.690.040.880.010.010.080.030.10.190.87
AnoGAN2019.110.050.020.0400.340.170.140.340.080.040.010.080.070.010.010.090.74