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ResearchFormerly WizWand

Anomaly Generation on MVTec 1 (test)

2.54Image Similarity (IS)AnomalyDiffusion
1.19841.54671.8952.2433Aug 24, 2024
Updated 8mo ago

Evaluation results

MethodLinks
AnomalyDiffusionCategory=tile2024.082.540.55
SDGANCategory=tile2024.082.530.21
DualAnoDiffCategory=tile2024.082.40.5
DualAnoDiffCategory=toothbrush2024.082.40.48
DFMGANCategory=tile2024.082.390.22
DefectGANCategory=tile2024.082.350.22
AnomalyDiffusionCategory=wood2024.082.330.37
DualAnoDiffCategory=wood2024.082.240.4
DefectGANCategory=wood2024.082.190.29
DualAnoDiffCategory=bottle2024.082.170.43
DualAnoDiffCategory=cable2024.082.150.43
DualAnoDiffCategory=zipper2024.082.140.37
AnomalyDiffusionCategory=cable2024.082.130.41
DualAnoDiffCategory=grid2024.082.130.42
AnomalyDiffusionCategory=hazel_nut2024.082.130.31
DefectGANCategory=leather2024.082.120.14
SDGANCategory=wood2024.082.120.25
DFMGANCategory=wood2024.082.120.35
CDCCategory=tile2024.082.10.12
DFMGANCategory=leather2024.082.060.17
CDCCategory=wood2024.082.050.03
AnomalyDiffusionCategory=grid2024.082.040.44
SDGANCategory=leather2024.082.040.12
DefectGANCategory=grid2024.082.010.12
Crop-PasteCategory=grid2024.0820.12
CDCCategory=cable2024.081.970.19
CDCCategory=grid2024.081.970.07
DFMGANCategory=grid2024.081.970.13
CDCCategory=hazel_nut2024.081.970.05
DFMGANCategory=cable2024.081.960.25
AnomalyDiffusionCategory=metal_nut2024.081.960.3
SDGANCategory=grid2024.081.950.1
Crop-PasteCategory=wood2024.081.950.23
DualAnoDiffCategory=hazel_nut2024.081.940.35
AnomalyDiffusionCategory=leather2024.081.940.41
DFMGANCategory=hazel_nut2024.081.930.24
DualAnoDiffCategory=Average2024.081.930.38
DualAnoDiffCategory=leather2024.081.910.35
SDGANCategory=cable2024.081.890.19
DefectGANCategory=hazel_nut2024.081.870.19
SDGANCategory=hazel_nut2024.081.850.16
DefectGANCategory=toothbrush2024.081.850.03
Crop-PasteCategory=tile2024.081.830.2
DualAnoDiffCategory=pill2024.081.820.38
DFMGANCategory=toothbrush2024.081.820.18
CDCCategory=leather2024.081.80.07
AnomalyDiffusionCategory=Average2024.081.80.32
SDGANCategory=toothbrush2024.081.780.03
SDGANCategory=transistor2024.081.760.13
Crop-PasteCategory=cable2024.081.740.25
Crop-PasteCategory=hazel_nut2024.081.740.21
DFMGANCategory=Average2024.081.720.2
DualAnoDiffCategory=transistor2024.081.710.33
SDGANCategory=Average2024.081.710.13
DefectGANCategory=cable2024.081.70.22
DefectGANCategory=Average2024.081.690.15
AnomalyDiffusionCategory=toothbrush2024.081.680.21
CDCCategory=Average2024.081.650.07
DFMGANCategory=transistor2024.081.640.25
DFMGANCategory=pill2024.081.630.16
CDCCategory=toothbrush2024.081.630.06
DFMGANCategory=bottle2024.081.620.12
DualAnoDiffCategory=capsule2024.081.620.32
SDGANCategory=pill2024.081.610.07
DefectGANCategory=pill2024.081.610.1
AnomalyDiffusionCategory=pill2024.081.610.26
CDCCategory=transistor2024.081.610.13
DefectGANCategory=capsule2024.081.590.04
DFMGANCategory=capsule2024.081.590.11
AnomalyDiffusionCategory=capsule2024.081.590.21
AnomalyDiffusionCategory=bottle2024.081.580.19
SDGANCategory=bottle2024.081.570.06
DualAnoDiffCategory=metal_nut2024.081.570.32
AnomalyDiffusionCategory=transistor2024.081.570.34
Crop-PasteCategory=metal_nut2024.081.560.15
CDCCategory=pill2024.081.560.06
CDCCategory=metal_nut2024.081.550.04
CDCCategory=bottle2024.081.520.04
Crop-PasteCategory=Average2024.081.510.14
SDGANCategory=capsule2024.081.490.03
DFMGANCategory=metal_nut2024.081.490.32
Crop-PasteCategory=pill2024.081.490.11
Crop-PasteCategory=leather2024.081.470.14
DefectGANCategory=metal_nut2024.081.470.3
DefectGANCategory=transistor2024.081.470.13
SDGANCategory=metal_nut2024.081.450.28
Crop-PasteCategory=bottle2024.081.430.04
DualAnoDiffCategory=screw2024.081.430.36
DefectGANCategory=bottle2024.081.390.07
Crop-PasteCategory=transistor2024.081.390.15
AnomalyDiffusionCategory=zipper2024.081.390.25
CDCCategory=capsule2024.081.370.06
DualAnoDiffCategory=carpet2024.081.360.29
Crop-PasteCategory=toothbrush2024.081.30.08
CDCCategory=zipper2024.081.30.05
DFMGANCategory=zipper2024.081.290.27
AnomalyDiffusionCategory=screw2024.081.280.3
CDCCategory=carpet2024.081.250.03
SDGANCategory=zipper2024.081.250.1
DefectGANCategory=zipper2024.081.250.1