-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathres_new.txt
More file actions
311 lines (246 loc) · 12.4 KB
/
Copy pathres_new.txt
File metadata and controls
311 lines (246 loc) · 12.4 KB
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
VIT:
mean compound distance NOT projected 0.5063332600047666
mean spearman footrule distance NOT projected 0.594469987228608
mean kendall tau distance NOT projected 0.43980824579735645
mean jaccard distance NOT projected 0.5068965517241378
mean jaccard distance @ 5 NOT projected 0.7448275862068964
mean jaccard distance @ 10 NOT projected 0.5919540229885057
knn classification accuracy NOT projected 0.6551724137931034
2l
mean compound distance projected 0.3061751819465069
mean spearman footrule distance projected 0.31021711366538957
mean kendall tau distance projected 0.21840730352527088
mean jaccard distance projected 0.4191570881226052
mean jaccard distance @ 5 projected 0.4919540229885059
mean jaccard distance @ 10 projected 0.432183908045977
knn classification accuracy projected 0.8505747126436781
3l
mean compound distance projected 0.3412446974280005
mean spearman footrule distance projected 0.38113665389527457
mean kendall tau distance projected 0.269845460045097
mean jaccard distance projected 0.39655172413793105
mean jaccard distance @ 5 projected 0.5931034482758618
mean jaccard distance @ 10 projected 0.45057471264367854
knn classification accuracy projected 0.8505747126436781
5l
mean compound distance projected 0.3192458156886469
mean spearman footrule distance projected 0.34035759897828866
mean kendall tau distance projected 0.23738656987295825
mean jaccard distance projected 0.40727969348659
mean jaccard distance @ 5 projected 0.5448275862068965
mean jaccard distance @ 10 projected 0.4344827586206897
knn classification accuracy projected 0.8735632183908046
10l
mean compound distance projected 0.3633191442556233
mean spearman footrule distance projected 0.40356321839080467
mean kendall tau distance projected 0.29427487213331127
mean jaccard distance projected 0.4151340996168581
mean jaccard distance @ 5 projected 0.6666666666666663
mean jaccard distance @ 10 projected 0.4643678160919543
knn classification accuracy projected 0.8505747126436781
--------------------------------------------------------------------------------------------------------------
convnext
mean compound distance NOT projected 0.4532280518432969
mean spearman footrule distance NOT projected 0.5423116219667947
mean kendall tau distance NOT projected 0.39673871198372096
mean jaccard distance NOT projected 0.4394636015325671
mean jaccard distance @ 5 NOT projected 0.6873563218390801
mean jaccard distance @ 10 NOT projected 0.5356321839080455
knn classification accuracy NOT projected 0.8505747126436781
2l
mean compound distance projected 0.32138429668738194
mean spearman footrule distance projected 0.3449936143039592
mean kendall tau distance projected 0.2416982896111753
mean jaccard distance projected 0.4040229885057472
mean jaccard distance @ 5 projected 0.5218390804597701
mean jaccard distance @ 10 projected 0.4229885057471265
knn classification accuracy projected 0.896551724137931
3l
mean compound distance projected 0.32990978753047717
mean spearman footrule distance projected 0.3578671775223498
mean kendall tau distance projected 0.2557993730407524
mean jaccard distance projected 0.40076628352490407
mean jaccard distance @ 5 projected 0.5885057471264368
mean jaccard distance @ 10 projected 0.42643678160919557
knn classification accuracy projected 0.9080459770114943
5l
mean compound distance projected 0.36301173257071634
mean spearman footrule distance projected 0.4057215836526182
mean kendall tau distance projected 0.2927496379402004
mean jaccard distance projected 0.41398467432950165
mean jaccard distance @ 5 projected 0.6344827586206896
mean jaccard distance @ 10 projected 0.45517241379310336
knn classification accuracy projected 0.8620689655172413
10l
mean compound distance projected 0.35904971676840997
mean spearman footrule distance projected 0.40340996168582355
mean kendall tau distance projected 0.28931969421987563
mean jaccard distance projected 0.4076628352490419
mean jaccard distance @ 5 projected 0.5954022988505747
mean jaccard distance @ 10 projected 0.4643678160919538
knn classification accuracy projected 0.8620689655172413
--------------------------------------------------------------------------------------------------------------
swin
mean compound distance NOT projected 0.39238011695906433
mean spearman footrule distance NOT projected 0.46560664112388256
mean kendall tau distance NOT projected 0.34180278281911675
mean jaccard distance NOT projected 0.3865900383141764
mean jaccard distance @ 5 NOT projected 0.6137931034482759
mean jaccard distance @ 10 NOT projected 0.4701149425287355
knn classification accuracy NOT projected 0.8850574712643678
2l
mean compound distance projected 0.3235027773194742
mean spearman footrule distance projected 0.3490038314176244
mean kendall tau distance projected 0.2426937249078811
mean jaccard distance projected 0.40574712643678157
mean jaccard distance @ 5 projected 0.5379310344827587
mean jaccard distance @ 10 projected 0.43103448275862094
knn classification accuracy projected 0.9080459770114943
3l
mean compound distance projected 0.33373502722323034
mean spearman footrule distance projected 0.36478927203065126
mean kendall tau distance projected 0.2534180278281913
mean jaccard distance projected 0.40977011494252874
mean jaccard distance @ 5 projected 0.5747126436781611
mean jaccard distance @ 10 projected 0.4310344827586208
knn classification accuracy projected 0.9310344827586207
5l
mean compound distance projected 0.32720324845551696
mean spearman footrule distance projected 0.35478927203065125
mean kendall tau distance projected 0.2527782360813215
mean jaccard distance projected 0.39885057471264374
mean jaccard distance @ 5 projected 0.6022988505747127
mean jaccard distance @ 10 projected 0.4252873563218392
knn classification accuracy projected 0.896551724137931
--------------------------------------------------------------------------------------------------------------
autoenc512
mean compound distance NOT projected 0.5454691011750903
mean spearman footrule distance NOT projected 0.648991060025543
mean kendall tau distance NOT projected 0.47836623952776397
mean jaccard distance NOT projected 0.5314176245210731
mean jaccard distance @ 5 NOT projected 0.7908045977011491
mean jaccard distance @ 10 NOT projected 0.6321839080459772
knn classification accuracy NOT projected 0.4942528735632184
2l
mean compound distance projected 0.37672685108801257
mean spearman footrule distance projected 0.4063473818646231
mean kendall tau distance projected 0.2910795798273113
mean jaccard distance projected 0.46130268199233715
mean jaccard distance @ 5 projected 0.5678160919540234
mean jaccard distance @ 10 projected 0.4839080459770114
knn classification accuracy projected 0.735632183908046
3l
mean compound distance projected 0.3721084712827
mean spearman footrule distance projected 0.40344827586206905
mean kendall tau distance projected 0.28903554602284187
mean jaccard distance projected 0.45153256704980843
mean jaccard distance @ 5 projected 0.5678160919540229
mean jaccard distance @ 10 projected 0.4747126436781609
knn classification accuracy projected 0.735632183908046
5l
mean compound distance projected 0.3805114484225191
mean spearman footrule distance projected 0.3986079182630906
mean kendall tau distance projected 0.28967900419806053
mean jaccard distance projected 0.48352490421455924
mean jaccard distance @ 5 projected 0.6275862068965516
mean jaccard distance @ 10 projected 0.5057471264367814
knn classification accuracy projected 0.735632183908046
--------------------------------------------------------------------------------------------------------------
autoenc256
mean compound distance NOT projected 0.5572252286934685
mean spearman footrule distance NOT projected 0.6617624521072799
mean kendall tau distance NOT projected 0.49199985334286594
mean jaccard distance NOT projected 0.5396551724137932
mean jaccard distance @ 5 NOT projected 0.80919540229885
mean jaccard distance @ 10 NOT projected 0.6425287356321843
knn classification accuracy NOT projected 0.5172413793103449
2l
mean compound distance projected 0.439442317916002
mean spearman footrule distance projected 0.4838569604086847
mean kendall tau distance projected 0.35597169517314703
mean jaccard distance projected 0.5063218390804597
mean jaccard distance @ 5 projected 0.6597701149425289
mean jaccard distance @ 10 projected 0.5517241379310344
knn classification accuracy projected 0.5172413793103449
3l
mean compound distance projected 0.4451538799978002
mean spearman footrule distance projected 0.4885823754789273
mean kendall tau distance projected 0.36297090689105216
mean jaccard distance projected 0.5113026819923373
mean jaccard distance @ 5 projected 0.6827586206896552
mean jaccard distance @ 10 projected 0.5448275862068963
knn classification accuracy projected 0.5517241379310345
5l
mean compound distance projected 0.4885005224660398
mean spearman footrule distance projected 0.5469348659003831
mean kendall tau distance projected 0.4027168234064785
mean jaccard distance projected 0.5444444444444444
mean jaccard distance @ 5 projected 0.7816091954022989
mean jaccard distance @ 10 projected 0.6057471264367815
knn classification accuracy projected 0.5057471264367817
--------------------------------------------------------------------------------------------------------------
vae64
mean compound distance NOT projected 0.5727982914443892
mean spearman footrule distance NOT projected 0.6587611749680716
mean kendall tau distance NOT projected 0.5047351922125063
mean jaccard distance NOT projected 0.5775862068965516
mean jaccard distance @ 5 NOT projected 0.8229885057471257
mean jaccard distance @ 10 NOT projected 0.691954022988506
knn classification accuracy NOT projected 0.4482758620689655
2l
mean compound distance projected 0.5191272983922711
mean spearman footrule distance projected 0.5797573435504471
mean kendall tau distance projected 0.4239197785477277
mean jaccard distance projected 0.5854406130268196
mean jaccard distance @ 5 projected 0.7839080459770116
mean jaccard distance @ 10 projected 0.6643678160919539
knn classification accuracy projected 0.22988505747126436
3l
mean compound distance projected 0.5383903829584412
mean spearman footrule distance projected 0.6178544061302685
mean kendall tau distance projected 0.45600469302828656
mean jaccard distance projected 0.5687739463601531
mean jaccard distance @ 5 projected 0.7839080459770112
mean jaccard distance @ 10 projected 0.6586206896551722
knn classification accuracy projected 0.25287356321839083
5l
mean compound distance projected 0.5597465764725292
mean spearman footrule distance projected 0.6300638569604089
mean kendall tau distance projected 0.47193349098975235
mean jaccard distance projected 0.6065134099616857
mean jaccard distance @ 5 projected 0.8114942528735628
mean jaccard distance @ 10 projected 0.6827586206896552
knn classification accuracy projected 0.3448275862068966
--------------------------------------------------------------------------------------------------------------
vae128
mean compound distance NOT projected 0.5624722543034704
mean spearman footrule distance NOT projected 0.6601660280970624
mean kendall tau distance NOT projected 0.49266531008817777
mean jaccard distance NOT projected 0.5578544061302684
mean jaccard distance @ 5 NOT projected 0.848275862068965
mean jaccard distance @ 10 NOT projected 0.6850574712643682
knn classification accuracy NOT projected 0.6091954022988506
2l
mean compound distance projected 0.4480223835450696
mean spearman footrule distance projected 0.4813154533844192
mean kendall tau distance projected 0.3541843113530954
mean jaccard distance projected 0.5398467432950189
mean jaccard distance @ 5 projected 0.7264367816091956
mean jaccard distance @ 10 projected 0.6
knn classification accuracy projected 0.3563218390804598
3l
mean compound distance projected 0.47803530770499925
mean spearman footrule distance projected 0.5271008939974459
mean kendall tau distance projected 0.38079708152303443
mean jaccard distance projected 0.5586206896551722
mean jaccard distance @ 5 projected 0.7563218390804599
mean jaccard distance @ 10 projected 0.6275862068965515
knn classification accuracy projected 0.3218390804597701
5l
mean compound distance projected 0.5030301563731692
mean spearman footrule distance projected 0.5755810983397189
mean kendall tau distance projected 0.42416542924709894
mean jaccard distance projected 0.5356321839080461
mean jaccard distance @ 5 projected 0.7494252873563219
mean jaccard distance @ 10 projected 0.5988505747126437
knn classification accuracy projected 0.5747126436781609