Hugging Face's logo

Spaces:
blanchon
/
MVTec_Padim_Anomalib_Test
Build error

App Files Community
MVTec_Padim_Anomalib_Test
File size: 5,828 Bytes 
c8c12e9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
 
padim:
  bottle:
    image_AUROC: 0.993
    pixel_AUROC: 0.983
  cable:
    image_AUROC: 0.830
    pixel_AUROC: 0.947
  capsule:
    image_AUROC: 0.860
    pixel_AUROC: 0.984
  carpet:
    image_AUROC: 0.945
    pixel_AUROC: 0.983
  grid:
    image_AUROC: 0.857
    pixel_AUROC: 0.917
  hazelnut:
    image_AUROC: 0.750
    pixel_AUROC: 0.977
  leather:
    image_AUROC: 0.982
    pixel_AUROC: 0.991
  metal_nut:
    image_AUROC: 0.961
    pixel_AUROC: 0.969
  pill:
    image_AUROC: 0.851
    pixel_AUROC: 0.956
  screw:
    image_AUROC: 0.758
    pixel_AUROC: 0.975
  tile:
    image_AUROC: 0.943
    pixel_AUROC: 0.933
  toothbrush:
    image_AUROC: 0.844
    pixel_AUROC: 0.988
  transistor:
    image_AUROC: 0.919
    pixel_AUROC: 0.967
  wood:
    image_AUROC: 0.976
    pixel_AUROC: 0.940
  zipper:
    image_AUROC: 0.738
    pixel_AUROC: 0.970

dfkde:
  bottle:
    image_AUROC: 0.969
  cable:
    image_AUROC: 0.671
  capsule:
    image_AUROC: 0.781
  carpet:
    image_AUROC: 0.621
  grid:
    image_AUROC: 0.494
  hazelnut:
    image_AUROC: 0.786
  leather:
    image_AUROC: 0.757
  metal_nut:
    image_AUROC: 0.759
  pill:
    image_AUROC: 0.642
  screw:
    image_AUROC: 0.681
  tile:
    image_AUROC: 0.965
  toothbrush:
    image_AUROC: 0.830
  transistor:
    image_AUROC: 0.799
  wood:
    image_AUROC: 0.850
  zipper:
    image_AUROC: 0.857

dfm:
  bottle:
    image_AUROC: 0.996
  cable:
    image_AUROC: 0.926
  capsule:
    image_AUROC: 0.876
  carpet:
    image_AUROC: 0.846
  grid:
    image_AUROC: 0.496
  hazelnut:
    image_AUROC: 0.984
  leather:
    image_AUROC: 0.931
  metal_nut:
    image_AUROC: 0.946
  pill:
    image_AUROC: 0.816
  screw:
    image_AUROC: 0.760
  tile:
    image_AUROC: 0.980
  toothbrush:
    image_AUROC: 0.963
  transistor:
    image_AUROC: 0.935
  wood:
    image_AUROC: 0.957
  zipper:
    image_AUROC: 0.945

stfpm:
  bottle:
    image_AUROC: 0.857
    pixel_AUROC: 0.962
    nncf:
      image_AUROC: 0.902
      pixel_AUROC: 0.512
  cable:
    image_AUROC: 0.939
    pixel_AUROC: 0.943
    nncf:
      image_AUROC: 0.873
      pixel_AUROC: 0.936
  capsule:
    image_AUROC: 0.624
    pixel_AUROC: 0.955
    nncf:
      image_AUROC: 0.576
      pixel_AUROC: 0.950
  carpet:
    image_AUROC: 0.985
    pixel_AUROC: 0.986
    nncf:
      image_AUROC: 0.980
      pixel_AUROC: 0.985
  grid:
    image_AUROC: 0.974
    pixel_AUROC: 0.985
    nncf:
      image_AUROC: 0.984
      pixel_AUROC: 0.987
  hazelnut:
    image_AUROC: 0.978
    pixel_AUROC: 0.976
    nncf:
      image_AUROC: 0.929
      pixel_AUROC: 0.966
  leather:
    image_AUROC: 0.995
    pixel_AUROC: 0.983
    nncf:
      image_AUROC: 0.889
      pixel_AUROC: 0.970
  metal_nut:
    image_AUROC: 0.978
    pixel_AUROC: 0.969
    nncf:
      image_AUROC: 0.729
      pixel_AUROC: 0.924
  pill:
    image_AUROC: 0.584
    pixel_AUROC: 0.902
    nncf:
      image_AUROC: 0.505
      pixel_AUROC: 0.877
  screw:
    image_AUROC: 0.375
    pixel_AUROC: 0.949
    nncf:
      image_AUROC: 0.409
      pixel_AUROC: 0.936
  tile:
    image_AUROC: 0.955
    pixel_AUROC: 0.959
    nncf:
      image_AUROC: 0.944
      pixel_AUROC: 0.940
  toothbrush:
    image_AUROC: 0.491
    pixel_AUROC: 0.170
    nncf:
      image_AUROC: 0.791
      pixel_AUROC: 0.956
  transistor:
    image_AUROC: 0.746
    pixel_AUROC: 0.759
    nncf:
      image_AUROC: 0.798
      pixel_AUROC: 0.759
  wood:
    image_AUROC: 0.989
    pixel_AUROC: 0.948
    nncf:
      image_AUROC: 0.978
      pixel_AUROC: 0.951
  zipper:
    image_AUROC: 0.837
    pixel_AUROC: 0.982
    nncf:
      image_AUROC: 0.835
      pixel_AUROC: 0.963

patchcore:
  bottle:
    image_AUROC: 1.0
    pixel_AUROC: 0.984
  cable:
    image_AUROC: 0.992
    pixel_AUROC: 0.987
  capsule:
    image_AUROC: 0.976
    pixel_AUROC: 0.987
  carpet:
    image_AUROC: 0.978
    pixel_AUROC: 0.988
  grid:
    image_AUROC: 0.961
    pixel_AUROC: 0.868
  hazelnut:
    image_AUROC: 1.0
    pixel_AUROC: 0.987
  leather:
    image_AUROC: 1.0
    pixel_AUROC: 0.990
  metal_nut:
    image_AUROC: 0.994
    pixel_AUROC: 0.989
  pill:
    image_AUROC: 0.925
    pixel_AUROC: 0.980
  screw:
    image_AUROC: 0.928
    pixel_AUROC: 0.989
  tile:
    image_AUROC: 1.0
    pixel_AUROC: 0.960
  toothbrush:
    image_AUROC: 0.947
    pixel_AUROC: 0.988
  transistor:
    image_AUROC: 0.999
    pixel_AUROC: 0.981
  wood:
    image_AUROC: 0.989
    pixel_AUROC: 0.934
  zipper:
    image_AUROC: 0.981
    pixel_AUROC: 0.983

cflow:
  bottle:
    image_AUROC: 1.0
    pixel_AUROC: 0.980
  cable:
    image_AUROC: 0.960
    pixel_AUROC: 0.965
  capsule:
    image_AUROC: 0.948
    pixel_AUROC: 0.987
  carpet:
    image_AUROC: 0.979
    pixel_AUROC: 0.985
  grid:
    image_AUROC: 0.959
    pixel_AUROC: 0.965
  hazelnut:
    image_AUROC: 0.999
    pixel_AUROC: 0.986
  leather:
    image_AUROC: 1.0
    pixel_AUROC: 0.994
  metal_nut:
    image_AUROC: 0.984
    pixel_AUROC: 0.981
  pill:
    image_AUROC: 0.933
    pixel_AUROC: 0.986
  screw:
    image_AUROC: 0.766
    pixel_AUROC: 0.981
  tile:
    image_AUROC: 0.996
    pixel_AUROC: 0.965
  toothbrush:
    image_AUROC: 0.880
    pixel_AUROC: 0.984
  transistor:
    image_AUROC: 0.949
    pixel_AUROC: 0.930
  wood:
    image_AUROC: 0.942
    pixel_AUROC: 0.926
  zipper:
    image_AUROC: 0.979
    pixel_AUROC: 0.979

ganomaly:
  bottle:
    image_AUROC: 0.270
  cable:
    image_AUROC: 0.488
  capsule:
    image_AUROC: 0.311
  carpet:
    image_AUROC: 0.211
  grid:
    image_AUROC: 0.446
  hazelnut:
    image_AUROC: 0.497
  leather:
    image_AUROC: 0.409
  metal_nut:
    image_AUROC: 0.277
  pill:
    image_AUROC: 0.390
  screw:
    image_AUROC: 0.336
  tile:
    image_AUROC: 0.555
  toothbrush:
    image_AUROC: 0.349
  transistor:
    image_AUROC: 0.348
  wood:
    image_AUROC: 0.617
  zipper:
    image_AUROC: 0.389