update
Browse files
single_task/ViT-B-32/learned_additions.json
DELETED
@@ -1,1024 +0,0 @@
|
|
1 |
-
{
|
2 |
-
"val": [
|
3 |
-
{
|
4 |
-
"CarsVal:top1": 0.6363636363636364,
|
5 |
-
"DTDVal:top1": 0.42021276595744683,
|
6 |
-
"EuroSATVal:top1": 0.44197002141327624,
|
7 |
-
"GTSRBVal:top1": 0.3400900900900901,
|
8 |
-
"MNISTVal:top1": 0.4872,
|
9 |
-
"RESISC45Val:top1": 0.6148148148148148,
|
10 |
-
"SUN397Val:top1": 0.6277078085642317,
|
11 |
-
"SVHNVal:top1": 0.2912,
|
12 |
-
"CarsVal:normalised_top1": 0.815748031496063,
|
13 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
14 |
-
"EuroSATVal:normalised_top1": 0.4462674112998676,
|
15 |
-
"GTSRBVal:normalised_top1": 0.34034560480841475,
|
16 |
-
"MNISTVal:normalised_top1": 0.4893531538770591,
|
17 |
-
"RESISC45Val:normalised_top1": 0.6388125343595382,
|
18 |
-
"SUN397Val:normalised_top1": 0.8323313293253173,
|
19 |
-
"SVHNVal:normalised_top1": 0.3021373728989417,
|
20 |
-
"avg:top1": 0.48244489215043695,
|
21 |
-
"avg_normalised_top1": 0.5503013005064495
|
22 |
-
},
|
23 |
-
{
|
24 |
-
"CarsVal:top1": 0.6375921375921376,
|
25 |
-
"DTDVal:top1": 0.42021276595744683,
|
26 |
-
"EuroSATVal:top1": 0.45139186295503214,
|
27 |
-
"GTSRBVal:top1": 0.3385885885885886,
|
28 |
-
"MNISTVal:top1": 0.4872,
|
29 |
-
"RESISC45Val:top1": 0.6132275132275132,
|
30 |
-
"SUN397Val:top1": 0.6261964735516373,
|
31 |
-
"SVHNVal:top1": 0.291,
|
32 |
-
"CarsVal:normalised_top1": 0.8173228346456693,
|
33 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
34 |
-
"EuroSATVal:normalised_top1": 0.45578086386633765,
|
35 |
-
"GTSRBVal:normalised_top1": 0.33884297520661155,
|
36 |
-
"MNISTVal:normalised_top1": 0.4893531538770591,
|
37 |
-
"RESISC45Val:normalised_top1": 0.6371632765255635,
|
38 |
-
"SUN397Val:normalised_top1": 0.8303273213092853,
|
39 |
-
"SVHNVal:normalised_top1": 0.3019298609670056,
|
40 |
-
"avg:top1": 0.4831761677340444,
|
41 |
-
"avg_normalised_top1": 0.5510169065479908
|
42 |
-
},
|
43 |
-
{
|
44 |
-
"CarsVal:top1": 0.6461916461916462,
|
45 |
-
"DTDVal:top1": 0.42021276595744683,
|
46 |
-
"EuroSATVal:top1": 0.4582441113490364,
|
47 |
-
"GTSRBVal:top1": 0.3355855855855856,
|
48 |
-
"MNISTVal:top1": 0.49,
|
49 |
-
"RESISC45Val:top1": 0.6153439153439153,
|
50 |
-
"SUN397Val:top1": 0.6267002518891688,
|
51 |
-
"SVHNVal:top1": 0.2958,
|
52 |
-
"CarsVal:normalised_top1": 0.8283464566929134,
|
53 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
54 |
-
"EuroSATVal:normalised_top1": 0.462699738460134,
|
55 |
-
"GTSRBVal:normalised_top1": 0.33583771600300527,
|
56 |
-
"MNISTVal:normalised_top1": 0.49216552832462834,
|
57 |
-
"RESISC45Val:normalised_top1": 0.6393622869708631,
|
58 |
-
"SUN397Val:normalised_top1": 0.8309953239812959,
|
59 |
-
"SVHNVal:normalised_top1": 0.30691014733347166,
|
60 |
-
"avg:top1": 0.48600978453959987,
|
61 |
-
"avg_normalised_top1": 0.5542165204690883
|
62 |
-
},
|
63 |
-
{
|
64 |
-
"CarsVal:top1": 0.6498771498771498,
|
65 |
-
"DTDVal:top1": 0.42819148936170215,
|
66 |
-
"EuroSATVal:top1": 0.47066381156316917,
|
67 |
-
"GTSRBVal:top1": 0.33633633633633636,
|
68 |
-
"MNISTVal:top1": 0.4954,
|
69 |
-
"RESISC45Val:top1": 0.6158730158730159,
|
70 |
-
"SUN397Val:top1": 0.6267002518891688,
|
71 |
-
"SVHNVal:top1": 0.3,
|
72 |
-
"CarsVal:normalised_top1": 0.8330708661417322,
|
73 |
-
"DTDVal:normalised_top1": 0.5476190476190477,
|
74 |
-
"EuroSATVal:normalised_top1": 0.47524019866138995,
|
75 |
-
"GTSRBVal:normalised_top1": 0.33658903080390684,
|
76 |
-
"MNISTVal:normalised_top1": 0.4975893933306549,
|
77 |
-
"RESISC45Val:normalised_top1": 0.639912039582188,
|
78 |
-
"SUN397Val:normalised_top1": 0.8309953239812959,
|
79 |
-
"SVHNVal:normalised_top1": 0.31126789790412945,
|
80 |
-
"avg:top1": 0.49038025686256775,
|
81 |
-
"avg_normalised_top1": 0.5590354747530432
|
82 |
-
},
|
83 |
-
{
|
84 |
-
"CarsVal:top1": 0.6486486486486487,
|
85 |
-
"DTDVal:top1": 0.42819148936170215,
|
86 |
-
"EuroSATVal:top1": 0.4796573875802998,
|
87 |
-
"GTSRBVal:top1": 0.33633633633633636,
|
88 |
-
"MNISTVal:top1": 0.5026,
|
89 |
-
"RESISC45Val:top1": 0.6142857142857143,
|
90 |
-
"SUN397Val:top1": 0.6267002518891688,
|
91 |
-
"SVHNVal:top1": 0.3024,
|
92 |
-
"CarsVal:normalised_top1": 0.8314960629921261,
|
93 |
-
"DTDVal:normalised_top1": 0.5476190476190477,
|
94 |
-
"EuroSATVal:normalised_top1": 0.48432122156574775,
|
95 |
-
"GTSRBVal:normalised_top1": 0.33658903080390684,
|
96 |
-
"MNISTVal:normalised_top1": 0.5048212133386902,
|
97 |
-
"RESISC45Val:normalised_top1": 0.6382627817482134,
|
98 |
-
"SUN397Val:normalised_top1": 0.8309953239812959,
|
99 |
-
"SVHNVal:normalised_top1": 0.31375804108736255,
|
100 |
-
"avg:top1": 0.4923524785127338,
|
101 |
-
"avg_normalised_top1": 0.5609828403920488
|
102 |
-
},
|
103 |
-
{
|
104 |
-
"CarsVal:top1": 0.6547911547911548,
|
105 |
-
"DTDVal:top1": 0.42819148936170215,
|
106 |
-
"EuroSATVal:top1": 0.4916488222698073,
|
107 |
-
"GTSRBVal:top1": 0.3374624624624625,
|
108 |
-
"MNISTVal:top1": 0.5086,
|
109 |
-
"RESISC45Val:top1": 0.6158730158730159,
|
110 |
-
"SUN397Val:top1": 0.6261964735516373,
|
111 |
-
"SVHNVal:top1": 0.3068,
|
112 |
-
"CarsVal:normalised_top1": 0.8393700787401575,
|
113 |
-
"DTDVal:normalised_top1": 0.5476190476190477,
|
114 |
-
"EuroSATVal:normalised_top1": 0.4964292521048914,
|
115 |
-
"GTSRBVal:normalised_top1": 0.3377160030052592,
|
116 |
-
"MNISTVal:normalised_top1": 0.5108477300120531,
|
117 |
-
"RESISC45Val:normalised_top1": 0.639912039582188,
|
118 |
-
"SUN397Val:normalised_top1": 0.8303273213092853,
|
119 |
-
"SVHNVal:normalised_top1": 0.3183233035899564,
|
120 |
-
"avg:top1": 0.49619542728872246,
|
121 |
-
"avg_normalised_top1": 0.5650680969953548
|
122 |
-
},
|
123 |
-
{
|
124 |
-
"CarsVal:top1": 0.6658476658476659,
|
125 |
-
"DTDVal:top1": 0.4308510638297872,
|
126 |
-
"EuroSATVal:top1": 0.4993576017130621,
|
127 |
-
"GTSRBVal:top1": 0.33821321321321324,
|
128 |
-
"MNISTVal:top1": 0.5138,
|
129 |
-
"RESISC45Val:top1": 0.6142857142857143,
|
130 |
-
"SUN397Val:top1": 0.6256926952141058,
|
131 |
-
"SVHNVal:top1": 0.3128,
|
132 |
-
"CarsVal:normalised_top1": 0.8535433070866142,
|
133 |
-
"DTDVal:normalised_top1": 0.5510204081632653,
|
134 |
-
"EuroSATVal:normalised_top1": 0.5042129860229124,
|
135 |
-
"GTSRBVal:normalised_top1": 0.3384673178061608,
|
136 |
-
"MNISTVal:normalised_top1": 0.5160707111289675,
|
137 |
-
"RESISC45Val:normalised_top1": 0.6382627817482134,
|
138 |
-
"SUN397Val:normalised_top1": 0.8296593186372745,
|
139 |
-
"SVHNVal:normalised_top1": 0.324548661548039,
|
140 |
-
"avg:top1": 0.5001059942629436,
|
141 |
-
"avg_normalised_top1": 0.5694731865176809
|
142 |
-
},
|
143 |
-
{
|
144 |
-
"CarsVal:top1": 0.6695331695331695,
|
145 |
-
"DTDVal:top1": 0.42819148936170215,
|
146 |
-
"EuroSATVal:top1": 0.5066381156316917,
|
147 |
-
"GTSRBVal:top1": 0.3374624624624625,
|
148 |
-
"MNISTVal:top1": 0.516,
|
149 |
-
"RESISC45Val:top1": 0.6153439153439153,
|
150 |
-
"SUN397Val:top1": 0.6251889168765743,
|
151 |
-
"SVHNVal:top1": 0.3172,
|
152 |
-
"CarsVal:normalised_top1": 0.8582677165354331,
|
153 |
-
"DTDVal:normalised_top1": 0.5476190476190477,
|
154 |
-
"EuroSATVal:normalised_top1": 0.5115642902788211,
|
155 |
-
"GTSRBVal:normalised_top1": 0.3377160030052592,
|
156 |
-
"MNISTVal:normalised_top1": 0.5182804339092004,
|
157 |
-
"RESISC45Val:normalised_top1": 0.6393622869708631,
|
158 |
-
"SUN397Val:normalised_top1": 0.8289913159652639,
|
159 |
-
"SVHNVal:normalised_top1": 0.3291139240506329,
|
160 |
-
"avg:top1": 0.5019447586511894,
|
161 |
-
"avg_normalised_top1": 0.5713643772918152
|
162 |
-
},
|
163 |
-
{
|
164 |
-
"CarsVal:top1": 0.6781326781326781,
|
165 |
-
"DTDVal:top1": 0.425531914893617,
|
166 |
-
"EuroSATVal:top1": 0.5130620985010707,
|
167 |
-
"GTSRBVal:top1": 0.3355855855855856,
|
168 |
-
"MNISTVal:top1": 0.5122,
|
169 |
-
"RESISC45Val:top1": 0.617989417989418,
|
170 |
-
"SUN397Val:top1": 0.6236775818639798,
|
171 |
-
"SVHNVal:top1": 0.3188,
|
172 |
-
"CarsVal:normalised_top1": 0.8692913385826772,
|
173 |
-
"DTDVal:normalised_top1": 0.54421768707483,
|
174 |
-
"EuroSATVal:normalised_top1": 0.5180507352105052,
|
175 |
-
"GTSRBVal:normalised_top1": 0.33583771600300527,
|
176 |
-
"MNISTVal:normalised_top1": 0.5144636400160707,
|
177 |
-
"RESISC45Val:normalised_top1": 0.6421110500274876,
|
178 |
-
"SUN397Val:normalised_top1": 0.8269873079492318,
|
179 |
-
"SVHNVal:normalised_top1": 0.33077401950612156,
|
180 |
-
"avg:top1": 0.5031224096207936,
|
181 |
-
"avg_normalised_top1": 0.5727166867962411
|
182 |
-
},
|
183 |
-
{
|
184 |
-
"CarsVal:top1": 0.6855036855036855,
|
185 |
-
"DTDVal:top1": 0.425531914893617,
|
186 |
-
"EuroSATVal:top1": 0.5182012847965739,
|
187 |
-
"GTSRBVal:top1": 0.33633633633633636,
|
188 |
-
"MNISTVal:top1": 0.5096,
|
189 |
-
"RESISC45Val:top1": 0.6158730158730159,
|
190 |
-
"SUN397Val:top1": 0.6216624685138539,
|
191 |
-
"SVHNVal:top1": 0.3222,
|
192 |
-
"CarsVal:normalised_top1": 0.8787401574803149,
|
193 |
-
"DTDVal:normalised_top1": 0.54421768707483,
|
194 |
-
"EuroSATVal:normalised_top1": 0.5232398911558525,
|
195 |
-
"GTSRBVal:normalised_top1": 0.33658903080390684,
|
196 |
-
"MNISTVal:normalised_top1": 0.5118521494576135,
|
197 |
-
"RESISC45Val:normalised_top1": 0.639912039582188,
|
198 |
-
"SUN397Val:normalised_top1": 0.824315297261189,
|
199 |
-
"SVHNVal:normalised_top1": 0.33430172234903505,
|
200 |
-
"avg:top1": 0.5043635882396352,
|
201 |
-
"avg_normalised_top1": 0.5741459968956162
|
202 |
-
},
|
203 |
-
{
|
204 |
-
"CarsVal:top1": 0.6867321867321867,
|
205 |
-
"DTDVal:top1": 0.42021276595744683,
|
206 |
-
"EuroSATVal:top1": 0.5207708779443255,
|
207 |
-
"GTSRBVal:top1": 0.33708708708708707,
|
208 |
-
"MNISTVal:top1": 0.5108,
|
209 |
-
"RESISC45Val:top1": 0.6153439153439153,
|
210 |
-
"SUN397Val:top1": 0.6226700251889169,
|
211 |
-
"SVHNVal:top1": 0.3242,
|
212 |
-
"CarsVal:normalised_top1": 0.8803149606299213,
|
213 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
214 |
-
"EuroSATVal:normalised_top1": 0.5258344691285262,
|
215 |
-
"GTSRBVal:normalised_top1": 0.33734034560480836,
|
216 |
-
"MNISTVal:normalised_top1": 0.5130574527922861,
|
217 |
-
"RESISC45Val:normalised_top1": 0.6393622869708631,
|
218 |
-
"SUN397Val:normalised_top1": 0.8256513026052105,
|
219 |
-
"SVHNVal:normalised_top1": 0.33637684166839593,
|
220 |
-
"avg:top1": 0.5047271072817349,
|
221 |
-
"avg_normalised_top1": 0.5744190781733008
|
222 |
-
},
|
223 |
-
{
|
224 |
-
"CarsVal:top1": 0.6977886977886978,
|
225 |
-
"DTDVal:top1": 0.42021276595744683,
|
226 |
-
"EuroSATVal:top1": 0.5241970021413276,
|
227 |
-
"GTSRBVal:top1": 0.3374624624624625,
|
228 |
-
"MNISTVal:top1": 0.5092,
|
229 |
-
"RESISC45Val:top1": 0.6137566137566137,
|
230 |
-
"SUN397Val:top1": 0.6226700251889169,
|
231 |
-
"SVHNVal:top1": 0.326,
|
232 |
-
"CarsVal:normalised_top1": 0.8944881889763779,
|
233 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
234 |
-
"EuroSATVal:normalised_top1": 0.5292939064254243,
|
235 |
-
"GTSRBVal:normalised_top1": 0.3377160030052592,
|
236 |
-
"MNISTVal:normalised_top1": 0.5114503816793893,
|
237 |
-
"RESISC45Val:normalised_top1": 0.6377130291368883,
|
238 |
-
"SUN397Val:normalised_top1": 0.8256513026052105,
|
239 |
-
"SVHNVal:normalised_top1": 0.33824444905582074,
|
240 |
-
"avg:top1": 0.5064109459119331,
|
241 |
-
"avg_normalised_top1": 0.5764965283588456
|
242 |
-
},
|
243 |
-
{
|
244 |
-
"CarsVal:top1": 0.699017199017199,
|
245 |
-
"DTDVal:top1": 0.42021276595744683,
|
246 |
-
"EuroSATVal:top1": 0.5267665952890792,
|
247 |
-
"GTSRBVal:top1": 0.3355855855855856,
|
248 |
-
"MNISTVal:top1": 0.5068,
|
249 |
-
"RESISC45Val:top1": 0.6121693121693121,
|
250 |
-
"SUN397Val:top1": 0.6216624685138539,
|
251 |
-
"SVHNVal:top1": 0.3278,
|
252 |
-
"CarsVal:normalised_top1": 0.8960629921259843,
|
253 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
254 |
-
"EuroSATVal:normalised_top1": 0.531888484398098,
|
255 |
-
"GTSRBVal:normalised_top1": 0.33583771600300527,
|
256 |
-
"MNISTVal:normalised_top1": 0.5090397750100442,
|
257 |
-
"RESISC45Val:normalised_top1": 0.6360637713029137,
|
258 |
-
"SUN397Val:normalised_top1": 0.824315297261189,
|
259 |
-
"SVHNVal:normalised_top1": 0.3401120564432455,
|
260 |
-
"avg:top1": 0.5062517408165595,
|
261 |
-
"avg_normalised_top1": 0.5763418823163593
|
262 |
-
},
|
263 |
-
{
|
264 |
-
"CarsVal:top1": 0.7027027027027027,
|
265 |
-
"DTDVal:top1": 0.42021276595744683,
|
266 |
-
"EuroSATVal:top1": 0.5310492505353319,
|
267 |
-
"GTSRBVal:top1": 0.33483483483483484,
|
268 |
-
"MNISTVal:top1": 0.5078,
|
269 |
-
"RESISC45Val:top1": 0.6116402116402117,
|
270 |
-
"SUN397Val:top1": 0.6211586901763224,
|
271 |
-
"SVHNVal:top1": 0.329,
|
272 |
-
"CarsVal:normalised_top1": 0.9007874015748032,
|
273 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
274 |
-
"EuroSATVal:normalised_top1": 0.5362127810192208,
|
275 |
-
"GTSRBVal:normalised_top1": 0.33508640120210365,
|
276 |
-
"MNISTVal:normalised_top1": 0.5100441944556047,
|
277 |
-
"RESISC45Val:normalised_top1": 0.6355140186915889,
|
278 |
-
"SUN397Val:normalised_top1": 0.8236472945891784,
|
279 |
-
"SVHNVal:normalised_top1": 0.341357128034862,
|
280 |
-
"avg:top1": 0.5072998069808563,
|
281 |
-
"avg_normalised_top1": 0.5775080231942196
|
282 |
-
},
|
283 |
-
{
|
284 |
-
"CarsVal:top1": 0.7063882063882064,
|
285 |
-
"DTDVal:top1": 0.42021276595744683,
|
286 |
-
"EuroSATVal:top1": 0.5314775160599572,
|
287 |
-
"GTSRBVal:top1": 0.3367117117117117,
|
288 |
-
"MNISTVal:top1": 0.509,
|
289 |
-
"RESISC45Val:top1": 0.6116402116402117,
|
290 |
-
"SUN397Val:top1": 0.6226700251889169,
|
291 |
-
"SVHNVal:top1": 0.3288,
|
292 |
-
"CarsVal:normalised_top1": 0.9055118110236221,
|
293 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
294 |
-
"EuroSATVal:normalised_top1": 0.536645210681333,
|
295 |
-
"GTSRBVal:normalised_top1": 0.3369646882043576,
|
296 |
-
"MNISTVal:normalised_top1": 0.5112494977902772,
|
297 |
-
"RESISC45Val:normalised_top1": 0.6355140186915889,
|
298 |
-
"SUN397Val:normalised_top1": 0.8256513026052105,
|
299 |
-
"SVHNVal:normalised_top1": 0.3411496161029259,
|
300 |
-
"avg:top1": 0.5083625546183064,
|
301 |
-
"avg_normalised_top1": 0.5787626388857137
|
302 |
-
},
|
303 |
-
{
|
304 |
-
"CarsVal:top1": 0.7137592137592138,
|
305 |
-
"DTDVal:top1": 0.42021276595744683,
|
306 |
-
"EuroSATVal:top1": 0.5340471092077088,
|
307 |
-
"GTSRBVal:top1": 0.3374624624624625,
|
308 |
-
"MNISTVal:top1": 0.5062,
|
309 |
-
"RESISC45Val:top1": 0.6111111111111112,
|
310 |
-
"SUN397Val:top1": 0.6216624685138539,
|
311 |
-
"SVHNVal:top1": 0.3282,
|
312 |
-
"CarsVal:normalised_top1": 0.9149606299212599,
|
313 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
314 |
-
"EuroSATVal:normalised_top1": 0.5392397886540067,
|
315 |
-
"GTSRBVal:normalised_top1": 0.3377160030052592,
|
316 |
-
"MNISTVal:normalised_top1": 0.5084371233427079,
|
317 |
-
"RESISC45Val:normalised_top1": 0.6349642660802639,
|
318 |
-
"SUN397Val:normalised_top1": 0.824315297261189,
|
319 |
-
"SVHNVal:normalised_top1": 0.34052708030711765,
|
320 |
-
"avg:top1": 0.5090818913764745,
|
321 |
-
"avg_normalised_top1": 0.5796968943197749
|
322 |
-
},
|
323 |
-
{
|
324 |
-
"CarsVal:top1": 0.7162162162162162,
|
325 |
-
"DTDVal:top1": 0.42021276595744683,
|
326 |
-
"EuroSATVal:top1": 0.5349036402569594,
|
327 |
-
"GTSRBVal:top1": 0.33933933933933935,
|
328 |
-
"MNISTVal:top1": 0.5046,
|
329 |
-
"RESISC45Val:top1": 0.6105820105820106,
|
330 |
-
"SUN397Val:top1": 0.6196473551637279,
|
331 |
-
"SVHNVal:top1": 0.3272,
|
332 |
-
"CarsVal:normalised_top1": 0.9181102362204725,
|
333 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
334 |
-
"EuroSATVal:normalised_top1": 0.5401046479782312,
|
335 |
-
"GTSRBVal:normalised_top1": 0.3395942900075131,
|
336 |
-
"MNISTVal:normalised_top1": 0.5068300522298111,
|
337 |
-
"RESISC45Val:normalised_top1": 0.634414513468939,
|
338 |
-
"SUN397Val:normalised_top1": 0.8216432865731462,
|
339 |
-
"SVHNVal:normalised_top1": 0.3394895206474372,
|
340 |
-
"avg:top1": 0.5090876659394625,
|
341 |
-
"avg_normalised_top1": 0.5797001891389931
|
342 |
-
},
|
343 |
-
{
|
344 |
-
"CarsVal:top1": 0.7199017199017199,
|
345 |
-
"DTDVal:top1": 0.42021276595744683,
|
346 |
-
"EuroSATVal:top1": 0.5366167023554604,
|
347 |
-
"GTSRBVal:top1": 0.3400900900900901,
|
348 |
-
"MNISTVal:top1": 0.5052,
|
349 |
-
"RESISC45Val:top1": 0.6105820105820106,
|
350 |
-
"SUN397Val:top1": 0.6201511335012595,
|
351 |
-
"SVHNVal:top1": 0.3266,
|
352 |
-
"CarsVal:normalised_top1": 0.9228346456692914,
|
353 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
354 |
-
"EuroSATVal:normalised_top1": 0.5418343666266804,
|
355 |
-
"GTSRBVal:normalised_top1": 0.34034560480841475,
|
356 |
-
"MNISTVal:normalised_top1": 0.5074327038971475,
|
357 |
-
"RESISC45Val:normalised_top1": 0.634414513468939,
|
358 |
-
"SUN397Val:normalised_top1": 0.8223112892451571,
|
359 |
-
"SVHNVal:normalised_top1": 0.33886698485162897,
|
360 |
-
"avg:top1": 0.5099193027984984,
|
361 |
-
"avg_normalised_top1": 0.5806818843192066
|
362 |
-
},
|
363 |
-
{
|
364 |
-
"CarsVal:top1": 0.7223587223587223,
|
365 |
-
"DTDVal:top1": 0.4228723404255319,
|
366 |
-
"EuroSATVal:top1": 0.5396145610278372,
|
367 |
-
"GTSRBVal:top1": 0.3415915915915916,
|
368 |
-
"MNISTVal:top1": 0.5056,
|
369 |
-
"RESISC45Val:top1": 0.6111111111111112,
|
370 |
-
"SUN397Val:top1": 0.620654911838791,
|
371 |
-
"SVHNVal:top1": 0.3254,
|
372 |
-
"CarsVal:normalised_top1": 0.925984251968504,
|
373 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
374 |
-
"EuroSATVal:normalised_top1": 0.5448613742614662,
|
375 |
-
"GTSRBVal:normalised_top1": 0.34184823441021783,
|
376 |
-
"MNISTVal:normalised_top1": 0.5078344716753717,
|
377 |
-
"RESISC45Val:normalised_top1": 0.6349642660802639,
|
378 |
-
"SUN397Val:normalised_top1": 0.8229792919171677,
|
379 |
-
"SVHNVal:normalised_top1": 0.33762191326001245,
|
380 |
-
"avg:top1": 0.5111504047941982,
|
381 |
-
"avg_normalised_top1": 0.5821137662629521
|
382 |
-
},
|
383 |
-
{
|
384 |
-
"CarsVal:top1": 0.7235872235872236,
|
385 |
-
"DTDVal:top1": 0.425531914893617,
|
386 |
-
"EuroSATVal:top1": 0.5421841541755889,
|
387 |
-
"GTSRBVal:top1": 0.34121621621621623,
|
388 |
-
"MNISTVal:top1": 0.507,
|
389 |
-
"RESISC45Val:top1": 0.6116402116402117,
|
390 |
-
"SUN397Val:top1": 0.6216624685138539,
|
391 |
-
"SVHNVal:top1": 0.3248,
|
392 |
-
"CarsVal:normalised_top1": 0.9275590551181103,
|
393 |
-
"DTDVal:normalised_top1": 0.54421768707483,
|
394 |
-
"EuroSATVal:normalised_top1": 0.5474559522341398,
|
395 |
-
"GTSRBVal:normalised_top1": 0.3414725770097671,
|
396 |
-
"MNISTVal:normalised_top1": 0.5092406588991563,
|
397 |
-
"RESISC45Val:normalised_top1": 0.6355140186915889,
|
398 |
-
"SUN397Val:normalised_top1": 0.824315297261189,
|
399 |
-
"SVHNVal:normalised_top1": 0.33699937746420416,
|
400 |
-
"avg:top1": 0.5122027736283389,
|
401 |
-
"avg_normalised_top1": 0.5833468279691232
|
402 |
-
},
|
403 |
-
{
|
404 |
-
"CarsVal:top1": 0.726044226044226,
|
405 |
-
"DTDVal:top1": 0.425531914893617,
|
406 |
-
"EuroSATVal:top1": 0.540899357601713,
|
407 |
-
"GTSRBVal:top1": 0.3408408408408408,
|
408 |
-
"MNISTVal:top1": 0.5096,
|
409 |
-
"RESISC45Val:top1": 0.6121693121693121,
|
410 |
-
"SUN397Val:top1": 0.620654911838791,
|
411 |
-
"SVHNVal:top1": 0.325,
|
412 |
-
"CarsVal:normalised_top1": 0.9307086614173228,
|
413 |
-
"DTDVal:normalised_top1": 0.54421768707483,
|
414 |
-
"EuroSATVal:normalised_top1": 0.546158663247803,
|
415 |
-
"GTSRBVal:normalised_top1": 0.34109691960931626,
|
416 |
-
"MNISTVal:normalised_top1": 0.5118521494576135,
|
417 |
-
"RESISC45Val:normalised_top1": 0.6360637713029137,
|
418 |
-
"SUN397Val:normalised_top1": 0.8229792919171677,
|
419 |
-
"SVHNVal:normalised_top1": 0.3372068893961403,
|
420 |
-
"avg:top1": 0.5125925704235627,
|
421 |
-
"avg_normalised_top1": 0.5837855041778883
|
422 |
-
},
|
423 |
-
{
|
424 |
-
"CarsVal:top1": 0.726044226044226,
|
425 |
-
"DTDVal:top1": 0.425531914893617,
|
426 |
-
"EuroSATVal:top1": 0.5400428265524625,
|
427 |
-
"GTSRBVal:top1": 0.3442192192192192,
|
428 |
-
"MNISTVal:top1": 0.5114,
|
429 |
-
"RESISC45Val:top1": 0.6121693121693121,
|
430 |
-
"SUN397Val:top1": 0.6211586901763224,
|
431 |
-
"SVHNVal:top1": 0.3252,
|
432 |
-
"CarsVal:normalised_top1": 0.9307086614173228,
|
433 |
-
"DTDVal:normalised_top1": 0.54421768707483,
|
434 |
-
"EuroSATVal:normalised_top1": 0.5452938039235784,
|
435 |
-
"GTSRBVal:normalised_top1": 0.3444778362133734,
|
436 |
-
"MNISTVal:normalised_top1": 0.5136601044596223,
|
437 |
-
"RESISC45Val:normalised_top1": 0.6360637713029137,
|
438 |
-
"SUN397Val:normalised_top1": 0.8236472945891784,
|
439 |
-
"SVHNVal:normalised_top1": 0.3374144013280764,
|
440 |
-
"avg:top1": 0.5132207736318949,
|
441 |
-
"avg_normalised_top1": 0.584435445038612
|
442 |
-
},
|
443 |
-
{
|
444 |
-
"CarsVal:top1": 0.7285012285012284,
|
445 |
-
"DTDVal:top1": 0.4228723404255319,
|
446 |
-
"EuroSATVal:top1": 0.5426124197002141,
|
447 |
-
"GTSRBVal:top1": 0.3430930930930931,
|
448 |
-
"MNISTVal:top1": 0.5112,
|
449 |
-
"RESISC45Val:top1": 0.6105820105820106,
|
450 |
-
"SUN397Val:top1": 0.6211586901763224,
|
451 |
-
"SVHNVal:top1": 0.3248,
|
452 |
-
"CarsVal:normalised_top1": 0.9338582677165354,
|
453 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
454 |
-
"EuroSATVal:normalised_top1": 0.5478883818962521,
|
455 |
-
"GTSRBVal:normalised_top1": 0.34335086401202103,
|
456 |
-
"MNISTVal:normalised_top1": 0.5134592205705102,
|
457 |
-
"RESISC45Val:normalised_top1": 0.634414513468939,
|
458 |
-
"SUN397Val:normalised_top1": 0.8236472945891784,
|
459 |
-
"SVHNVal:normalised_top1": 0.33699937746420416,
|
460 |
-
"avg:top1": 0.5131024728098,
|
461 |
-
"avg_normalised_top1": 0.5843042807810316
|
462 |
-
},
|
463 |
-
{
|
464 |
-
"CarsVal:top1": 0.7285012285012284,
|
465 |
-
"DTDVal:top1": 0.4228723404255319,
|
466 |
-
"EuroSATVal:top1": 0.5434689507494647,
|
467 |
-
"GTSRBVal:top1": 0.34346846846846846,
|
468 |
-
"MNISTVal:top1": 0.511,
|
469 |
-
"RESISC45Val:top1": 0.6105820105820106,
|
470 |
-
"SUN397Val:top1": 0.6221662468513854,
|
471 |
-
"SVHNVal:top1": 0.325,
|
472 |
-
"CarsVal:normalised_top1": 0.9338582677165354,
|
473 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
474 |
-
"EuroSATVal:normalised_top1": 0.5487532412204766,
|
475 |
-
"GTSRBVal:normalised_top1": 0.3437265214124718,
|
476 |
-
"MNISTVal:normalised_top1": 0.5132583366813981,
|
477 |
-
"RESISC45Val:normalised_top1": 0.634414513468939,
|
478 |
-
"SUN397Val:normalised_top1": 0.8249832999331999,
|
479 |
-
"SVHNVal:normalised_top1": 0.3372068893961403,
|
480 |
-
"avg:top1": 0.5133824056972612,
|
481 |
-
"avg_normalised_top1": 0.5846271745449716
|
482 |
-
},
|
483 |
-
{
|
484 |
-
"CarsVal:top1": 0.7297297297297297,
|
485 |
-
"DTDVal:top1": 0.4228723404255319,
|
486 |
-
"EuroSATVal:top1": 0.5434689507494647,
|
487 |
-
"GTSRBVal:top1": 0.34384384384384387,
|
488 |
-
"MNISTVal:top1": 0.513,
|
489 |
-
"RESISC45Val:top1": 0.6105820105820106,
|
490 |
-
"SUN397Val:top1": 0.6221662468513854,
|
491 |
-
"SVHNVal:top1": 0.325,
|
492 |
-
"CarsVal:normalised_top1": 0.9354330708661417,
|
493 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
494 |
-
"EuroSATVal:normalised_top1": 0.5487532412204766,
|
495 |
-
"GTSRBVal:normalised_top1": 0.3441021788129226,
|
496 |
-
"MNISTVal:normalised_top1": 0.5152671755725191,
|
497 |
-
"RESISC45Val:normalised_top1": 0.634414513468939,
|
498 |
-
"SUN397Val:normalised_top1": 0.8249832999331999,
|
499 |
-
"SVHNVal:normalised_top1": 0.3372068893961403,
|
500 |
-
"avg:top1": 0.5138328902727458,
|
501 |
-
"avg_normalised_top1": 0.5851220869751188
|
502 |
-
},
|
503 |
-
{
|
504 |
-
"CarsVal:top1": 0.7297297297297297,
|
505 |
-
"DTDVal:top1": 0.4228723404255319,
|
506 |
-
"EuroSATVal:top1": 0.5477516059957174,
|
507 |
-
"GTSRBVal:top1": 0.34346846846846846,
|
508 |
-
"MNISTVal:top1": 0.5108,
|
509 |
-
"RESISC45Val:top1": 0.6084656084656085,
|
510 |
-
"SUN397Val:top1": 0.6221662468513854,
|
511 |
-
"SVHNVal:top1": 0.3248,
|
512 |
-
"CarsVal:normalised_top1": 0.9354330708661417,
|
513 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
514 |
-
"EuroSATVal:normalised_top1": 0.5530775378415994,
|
515 |
-
"GTSRBVal:normalised_top1": 0.3437265214124718,
|
516 |
-
"MNISTVal:normalised_top1": 0.5130574527922861,
|
517 |
-
"RESISC45Val:normalised_top1": 0.6322155030236394,
|
518 |
-
"SUN397Val:normalised_top1": 0.8249832999331999,
|
519 |
-
"SVHNVal:normalised_top1": 0.33699937746420416,
|
520 |
-
"avg:top1": 0.5137567499920552,
|
521 |
-
"avg_normalised_top1": 0.5850386362330193
|
522 |
-
},
|
523 |
-
{
|
524 |
-
"CarsVal:top1": 0.730958230958231,
|
525 |
-
"DTDVal:top1": 0.4228723404255319,
|
526 |
-
"EuroSATVal:top1": 0.5490364025695932,
|
527 |
-
"GTSRBVal:top1": 0.34234234234234234,
|
528 |
-
"MNISTVal:top1": 0.511,
|
529 |
-
"RESISC45Val:top1": 0.6111111111111112,
|
530 |
-
"SUN397Val:top1": 0.6216624685138539,
|
531 |
-
"SVHNVal:top1": 0.3244,
|
532 |
-
"CarsVal:normalised_top1": 0.937007874015748,
|
533 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
534 |
-
"EuroSATVal:normalised_top1": 0.5543748268279363,
|
535 |
-
"GTSRBVal:normalised_top1": 0.34259954921111946,
|
536 |
-
"MNISTVal:normalised_top1": 0.5132583366813981,
|
537 |
-
"RESISC45Val:normalised_top1": 0.6349642660802639,
|
538 |
-
"SUN397Val:normalised_top1": 0.824315297261189,
|
539 |
-
"SVHNVal:normalised_top1": 0.33658435360033206,
|
540 |
-
"avg:top1": 0.5141728619900829,
|
541 |
-
"avg_normalised_top1": 0.5854901037760749
|
542 |
-
},
|
543 |
-
{
|
544 |
-
"CarsVal:top1": 0.730958230958231,
|
545 |
-
"DTDVal:top1": 0.4228723404255319,
|
546 |
-
"EuroSATVal:top1": 0.5486081370449679,
|
547 |
-
"GTSRBVal:top1": 0.34346846846846846,
|
548 |
-
"MNISTVal:top1": 0.5138,
|
549 |
-
"RESISC45Val:top1": 0.6116402116402117,
|
550 |
-
"SUN397Val:top1": 0.6211586901763224,
|
551 |
-
"SVHNVal:top1": 0.3252,
|
552 |
-
"CarsVal:normalised_top1": 0.937007874015748,
|
553 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
554 |
-
"EuroSATVal:normalised_top1": 0.553942397165824,
|
555 |
-
"GTSRBVal:normalised_top1": 0.3437265214124718,
|
556 |
-
"MNISTVal:normalised_top1": 0.5160707111289675,
|
557 |
-
"RESISC45Val:normalised_top1": 0.6355140186915889,
|
558 |
-
"SUN397Val:normalised_top1": 0.8236472945891784,
|
559 |
-
"SVHNVal:normalised_top1": 0.3374144013280764,
|
560 |
-
"avg:top1": 0.5147132598392167,
|
561 |
-
"avg_normalised_top1": 0.5860174431078085
|
562 |
-
},
|
563 |
-
{
|
564 |
-
"CarsVal:top1": 0.7358722358722358,
|
565 |
-
"DTDVal:top1": 0.4228723404255319,
|
566 |
-
"EuroSATVal:top1": 0.5481798715203426,
|
567 |
-
"GTSRBVal:top1": 0.3442192192192192,
|
568 |
-
"MNISTVal:top1": 0.5148,
|
569 |
-
"RESISC45Val:top1": 0.6111111111111112,
|
570 |
-
"SUN397Val:top1": 0.6216624685138539,
|
571 |
-
"SVHNVal:top1": 0.3248,
|
572 |
-
"CarsVal:normalised_top1": 0.9433070866141732,
|
573 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
574 |
-
"EuroSATVal:normalised_top1": 0.5535099675037117,
|
575 |
-
"GTSRBVal:normalised_top1": 0.3444778362133734,
|
576 |
-
"MNISTVal:normalised_top1": 0.5170751305745279,
|
577 |
-
"RESISC45Val:normalised_top1": 0.6349642660802639,
|
578 |
-
"SUN397Val:normalised_top1": 0.824315297261189,
|
579 |
-
"SVHNVal:normalised_top1": 0.33699937746420416,
|
580 |
-
"avg:top1": 0.5154396558327868,
|
581 |
-
"avg_normalised_top1": 0.5869331610302571
|
582 |
-
},
|
583 |
-
{
|
584 |
-
"CarsVal:top1": 0.7395577395577395,
|
585 |
-
"DTDVal:top1": 0.4228723404255319,
|
586 |
-
"EuroSATVal:top1": 0.5477516059957174,
|
587 |
-
"GTSRBVal:top1": 0.34384384384384387,
|
588 |
-
"MNISTVal:top1": 0.5178,
|
589 |
-
"RESISC45Val:top1": 0.6126984126984127,
|
590 |
-
"SUN397Val:top1": 0.6221662468513854,
|
591 |
-
"SVHNVal:top1": 0.3258,
|
592 |
-
"CarsVal:normalised_top1": 0.9480314960629921,
|
593 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
594 |
-
"EuroSATVal:normalised_top1": 0.5530775378415994,
|
595 |
-
"GTSRBVal:normalised_top1": 0.3441021788129226,
|
596 |
-
"MNISTVal:normalised_top1": 0.5200883889112093,
|
597 |
-
"RESISC45Val:normalised_top1": 0.6366135239142386,
|
598 |
-
"SUN397Val:normalised_top1": 0.8249832999331999,
|
599 |
-
"SVHNVal:normalised_top1": 0.3380369371238846,
|
600 |
-
"avg:top1": 0.5165612736715788,
|
601 |
-
"avg_normalised_top1": 0.5882187111413324
|
602 |
-
},
|
603 |
-
{
|
604 |
-
"CarsVal:top1": 0.7395577395577395,
|
605 |
-
"DTDVal:top1": 0.4228723404255319,
|
606 |
-
"EuroSATVal:top1": 0.5481798715203426,
|
607 |
-
"GTSRBVal:top1": 0.34496996996997,
|
608 |
-
"MNISTVal:top1": 0.5184,
|
609 |
-
"RESISC45Val:top1": 0.6126984126984127,
|
610 |
-
"SUN397Val:top1": 0.6226700251889169,
|
611 |
-
"SVHNVal:top1": 0.3256,
|
612 |
-
"CarsVal:normalised_top1": 0.9480314960629921,
|
613 |
-
"DTDVal:normalised_top1": 0.5408163265306122,
|
614 |
-
"EuroSATVal:normalised_top1": 0.5535099675037117,
|
615 |
-
"GTSRBVal:normalised_top1": 0.345229151014275,
|
616 |
-
"MNISTVal:normalised_top1": 0.5206910405785455,
|
617 |
-
"RESISC45Val:normalised_top1": 0.6366135239142386,
|
618 |
-
"SUN397Val:normalised_top1": 0.8256513026052105,
|
619 |
-
"SVHNVal:normalised_top1": 0.33782942519194853,
|
620 |
-
"avg:top1": 0.5168685449201142,
|
621 |
-
"avg_normalised_top1": 0.5885465291751918
|
622 |
-
},
|
623 |
-
{
|
624 |
-
"CarsVal:top1": 0.7395577395577395,
|
625 |
-
"DTDVal:top1": 0.42021276595744683,
|
626 |
-
"EuroSATVal:top1": 0.5511777301927195,
|
627 |
-
"GTSRBVal:top1": 0.3427177177177177,
|
628 |
-
"MNISTVal:top1": 0.5178,
|
629 |
-
"RESISC45Val:top1": 0.6116402116402117,
|
630 |
-
"SUN397Val:top1": 0.6216624685138539,
|
631 |
-
"SVHNVal:top1": 0.3244,
|
632 |
-
"CarsVal:normalised_top1": 0.9480314960629921,
|
633 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
634 |
-
"EuroSATVal:normalised_top1": 0.5565369751384976,
|
635 |
-
"GTSRBVal:normalised_top1": 0.3429752066115702,
|
636 |
-
"MNISTVal:normalised_top1": 0.5200883889112093,
|
637 |
-
"RESISC45Val:normalised_top1": 0.6355140186915889,
|
638 |
-
"SUN397Val:normalised_top1": 0.824315297261189,
|
639 |
-
"SVHNVal:normalised_top1": 0.33658435360033206,
|
640 |
-
"avg:top1": 0.5161460791974611,
|
641 |
-
"avg_normalised_top1": 0.5876825877829718
|
642 |
-
},
|
643 |
-
{
|
644 |
-
"CarsVal:top1": 0.7444717444717445,
|
645 |
-
"DTDVal:top1": 0.42021276595744683,
|
646 |
-
"EuroSATVal:top1": 0.5511777301927195,
|
647 |
-
"GTSRBVal:top1": 0.34496996996997,
|
648 |
-
"MNISTVal:top1": 0.518,
|
649 |
-
"RESISC45Val:top1": 0.6121693121693121,
|
650 |
-
"SUN397Val:top1": 0.6216624685138539,
|
651 |
-
"SVHNVal:top1": 0.3254,
|
652 |
-
"CarsVal:normalised_top1": 0.9543307086614173,
|
653 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
654 |
-
"EuroSATVal:normalised_top1": 0.5565369751384976,
|
655 |
-
"GTSRBVal:normalised_top1": 0.345229151014275,
|
656 |
-
"MNISTVal:normalised_top1": 0.5202892728003214,
|
657 |
-
"RESISC45Val:normalised_top1": 0.6360637713029137,
|
658 |
-
"SUN397Val:normalised_top1": 0.824315297261189,
|
659 |
-
"SVHNVal:normalised_top1": 0.33762191326001245,
|
660 |
-
"avg:top1": 0.517257998909381,
|
661 |
-
"avg_normalised_top1": 0.5889752569281277
|
662 |
-
},
|
663 |
-
{
|
664 |
-
"CarsVal:top1": 0.7444717444717445,
|
665 |
-
"DTDVal:top1": 0.42021276595744683,
|
666 |
-
"EuroSATVal:top1": 0.55203426124197,
|
667 |
-
"GTSRBVal:top1": 0.34534534534534533,
|
668 |
-
"MNISTVal:top1": 0.5174,
|
669 |
-
"RESISC45Val:top1": 0.6126984126984127,
|
670 |
-
"SUN397Val:top1": 0.6216624685138539,
|
671 |
-
"SVHNVal:top1": 0.3256,
|
672 |
-
"CarsVal:normalised_top1": 0.9543307086614173,
|
673 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
674 |
-
"EuroSATVal:normalised_top1": 0.5574018344627221,
|
675 |
-
"GTSRBVal:normalised_top1": 0.34560480841472574,
|
676 |
-
"MNISTVal:normalised_top1": 0.5196866211329851,
|
677 |
-
"RESISC45Val:normalised_top1": 0.6366135239142386,
|
678 |
-
"SUN397Val:normalised_top1": 0.824315297261189,
|
679 |
-
"SVHNVal:normalised_top1": 0.33782942519194853,
|
680 |
-
"avg:top1": 0.5174281247785966,
|
681 |
-
"avg_normalised_top1": 0.5891496481282026
|
682 |
-
},
|
683 |
-
{
|
684 |
-
"CarsVal:top1": 0.7469287469287469,
|
685 |
-
"DTDVal:top1": 0.42021276595744683,
|
686 |
-
"EuroSATVal:top1": 0.5541755888650963,
|
687 |
-
"GTSRBVal:top1": 0.3442192192192192,
|
688 |
-
"MNISTVal:top1": 0.5172,
|
689 |
-
"RESISC45Val:top1": 0.6126984126984127,
|
690 |
-
"SUN397Val:top1": 0.6211586901763224,
|
691 |
-
"SVHNVal:top1": 0.3254,
|
692 |
-
"CarsVal:normalised_top1": 0.9574803149606299,
|
693 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
694 |
-
"EuroSATVal:normalised_top1": 0.5595639827732836,
|
695 |
-
"GTSRBVal:normalised_top1": 0.3444778362133734,
|
696 |
-
"MNISTVal:normalised_top1": 0.519485737243873,
|
697 |
-
"RESISC45Val:normalised_top1": 0.6366135239142386,
|
698 |
-
"SUN397Val:normalised_top1": 0.8236472945891784,
|
699 |
-
"SVHNVal:normalised_top1": 0.33762191326001245,
|
700 |
-
"avg:top1": 0.5177491779806556,
|
701 |
-
"avg_normalised_top1": 0.5895381961176229
|
702 |
-
},
|
703 |
-
{
|
704 |
-
"CarsVal:top1": 0.7469287469287469,
|
705 |
-
"DTDVal:top1": 0.42021276595744683,
|
706 |
-
"EuroSATVal:top1": 0.5528907922912205,
|
707 |
-
"GTSRBVal:top1": 0.34459459459459457,
|
708 |
-
"MNISTVal:top1": 0.5186,
|
709 |
-
"RESISC45Val:top1": 0.6132275132275132,
|
710 |
-
"SUN397Val:top1": 0.6221662468513854,
|
711 |
-
"SVHNVal:top1": 0.3258,
|
712 |
-
"CarsVal:normalised_top1": 0.9574803149606299,
|
713 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
714 |
-
"EuroSATVal:normalised_top1": 0.5582666937869467,
|
715 |
-
"GTSRBVal:normalised_top1": 0.34485349361382417,
|
716 |
-
"MNISTVal:normalised_top1": 0.5208919244676576,
|
717 |
-
"RESISC45Val:normalised_top1": 0.6371632765255635,
|
718 |
-
"SUN397Val:normalised_top1": 0.8249832999331999,
|
719 |
-
"SVHNVal:normalised_top1": 0.3380369371238846,
|
720 |
-
"avg:top1": 0.5180525824813634,
|
721 |
-
"avg_normalised_top1": 0.5898863632997626
|
722 |
-
},
|
723 |
-
{
|
724 |
-
"CarsVal:top1": 0.7457002457002457,
|
725 |
-
"DTDVal:top1": 0.42021276595744683,
|
726 |
-
"EuroSATVal:top1": 0.5546038543897216,
|
727 |
-
"GTSRBVal:top1": 0.34572072072072074,
|
728 |
-
"MNISTVal:top1": 0.5192,
|
729 |
-
"RESISC45Val:top1": 0.6137566137566137,
|
730 |
-
"SUN397Val:top1": 0.6226700251889169,
|
731 |
-
"SVHNVal:top1": 0.3256,
|
732 |
-
"CarsVal:normalised_top1": 0.9559055118110237,
|
733 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
734 |
-
"EuroSATVal:normalised_top1": 0.5599964124353958,
|
735 |
-
"GTSRBVal:normalised_top1": 0.34598046581517655,
|
736 |
-
"MNISTVal:normalised_top1": 0.521494576134994,
|
737 |
-
"RESISC45Val:normalised_top1": 0.6377130291368883,
|
738 |
-
"SUN397Val:normalised_top1": 0.8256513026052105,
|
739 |
-
"SVHNVal:normalised_top1": 0.33782942519194853,
|
740 |
-
"avg:top1": 0.5184330282142082,
|
741 |
-
"avg_normalised_top1": 0.590248211139629
|
742 |
-
},
|
743 |
-
{
|
744 |
-
"CarsVal:top1": 0.7469287469287469,
|
745 |
-
"DTDVal:top1": 0.4175531914893617,
|
746 |
-
"EuroSATVal:top1": 0.55203426124197,
|
747 |
-
"GTSRBVal:top1": 0.34496996996997,
|
748 |
-
"MNISTVal:top1": 0.5222,
|
749 |
-
"RESISC45Val:top1": 0.6121693121693121,
|
750 |
-
"SUN397Val:top1": 0.6221662468513854,
|
751 |
-
"SVHNVal:top1": 0.3264,
|
752 |
-
"CarsVal:normalised_top1": 0.9574803149606299,
|
753 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
754 |
-
"EuroSATVal:normalised_top1": 0.5574018344627221,
|
755 |
-
"GTSRBVal:normalised_top1": 0.345229151014275,
|
756 |
-
"MNISTVal:normalised_top1": 0.5245078344716754,
|
757 |
-
"RESISC45Val:normalised_top1": 0.6360637713029137,
|
758 |
-
"SUN397Val:normalised_top1": 0.8249832999331999,
|
759 |
-
"SVHNVal:normalised_top1": 0.3386594729196929,
|
760 |
-
"avg:top1": 0.5180527160813433,
|
761 |
-
"avg_normalised_top1": 0.5897924105634107
|
762 |
-
},
|
763 |
-
{
|
764 |
-
"CarsVal:top1": 0.7481572481572482,
|
765 |
-
"DTDVal:top1": 0.4175531914893617,
|
766 |
-
"EuroSATVal:top1": 0.55203426124197,
|
767 |
-
"GTSRBVal:top1": 0.34534534534534533,
|
768 |
-
"MNISTVal:top1": 0.5234,
|
769 |
-
"RESISC45Val:top1": 0.6116402116402117,
|
770 |
-
"SUN397Val:top1": 0.6221662468513854,
|
771 |
-
"SVHNVal:top1": 0.3268,
|
772 |
-
"CarsVal:normalised_top1": 0.9590551181102362,
|
773 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
774 |
-
"EuroSATVal:normalised_top1": 0.5574018344627221,
|
775 |
-
"GTSRBVal:normalised_top1": 0.34560480841472574,
|
776 |
-
"MNISTVal:normalised_top1": 0.5257131378063479,
|
777 |
-
"RESISC45Val:normalised_top1": 0.6355140186915889,
|
778 |
-
"SUN397Val:normalised_top1": 0.8249832999331999,
|
779 |
-
"SVHNVal:normalised_top1": 0.33907449678356505,
|
780 |
-
"avg:top1": 0.5183870630906903,
|
781 |
-
"avg_normalised_top1": 0.5901700399555703
|
782 |
-
},
|
783 |
-
{
|
784 |
-
"CarsVal:top1": 0.7555282555282555,
|
785 |
-
"DTDVal:top1": 0.4175531914893617,
|
786 |
-
"EuroSATVal:top1": 0.5524625267665952,
|
787 |
-
"GTSRBVal:top1": 0.34534534534534533,
|
788 |
-
"MNISTVal:top1": 0.5252,
|
789 |
-
"RESISC45Val:top1": 0.6121693121693121,
|
790 |
-
"SUN397Val:top1": 0.6231738035264484,
|
791 |
-
"SVHNVal:top1": 0.3266,
|
792 |
-
"CarsVal:normalised_top1": 0.9685039370078741,
|
793 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
794 |
-
"EuroSATVal:normalised_top1": 0.5578342641248344,
|
795 |
-
"GTSRBVal:normalised_top1": 0.34560480841472574,
|
796 |
-
"MNISTVal:normalised_top1": 0.5275210928083568,
|
797 |
-
"RESISC45Val:normalised_top1": 0.6360637713029137,
|
798 |
-
"SUN397Val:normalised_top1": 0.8263193052772211,
|
799 |
-
"SVHNVal:normalised_top1": 0.33886698485162897,
|
800 |
-
"avg:top1": 0.5197540543531648,
|
801 |
-
"avg_normalised_top1": 0.5918409711537165
|
802 |
-
},
|
803 |
-
{
|
804 |
-
"CarsVal:top1": 0.7542997542997543,
|
805 |
-
"DTDVal:top1": 0.4175531914893617,
|
806 |
-
"EuroSATVal:top1": 0.5524625267665952,
|
807 |
-
"GTSRBVal:top1": 0.3460960960960961,
|
808 |
-
"MNISTVal:top1": 0.5238,
|
809 |
-
"RESISC45Val:top1": 0.6126984126984127,
|
810 |
-
"SUN397Val:top1": 0.6226700251889169,
|
811 |
-
"SVHNVal:top1": 0.327,
|
812 |
-
"CarsVal:normalised_top1": 0.9669291338582677,
|
813 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
814 |
-
"EuroSATVal:normalised_top1": 0.5578342641248344,
|
815 |
-
"GTSRBVal:normalised_top1": 0.3463561232156273,
|
816 |
-
"MNISTVal:normalised_top1": 0.5261149055845722,
|
817 |
-
"RESISC45Val:normalised_top1": 0.6366135239142386,
|
818 |
-
"SUN397Val:normalised_top1": 0.8256513026052105,
|
819 |
-
"SVHNVal:normalised_top1": 0.3392820087155012,
|
820 |
-
"avg:top1": 0.5195725008173921,
|
821 |
-
"avg_normalised_top1": 0.5915993584325536
|
822 |
-
},
|
823 |
-
{
|
824 |
-
"CarsVal:top1": 0.7542997542997543,
|
825 |
-
"DTDVal:top1": 0.4175531914893617,
|
826 |
-
"EuroSATVal:top1": 0.558458244111349,
|
827 |
-
"GTSRBVal:top1": 0.3460960960960961,
|
828 |
-
"MNISTVal:top1": 0.5214,
|
829 |
-
"RESISC45Val:top1": 0.6137566137566137,
|
830 |
-
"SUN397Val:top1": 0.6236775818639798,
|
831 |
-
"SVHNVal:top1": 0.3244,
|
832 |
-
"CarsVal:normalised_top1": 0.9669291338582677,
|
833 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
834 |
-
"EuroSATVal:normalised_top1": 0.5638882793944063,
|
835 |
-
"GTSRBVal:normalised_top1": 0.3463561232156273,
|
836 |
-
"MNISTVal:normalised_top1": 0.523704298915227,
|
837 |
-
"RESISC45Val:normalised_top1": 0.6377130291368883,
|
838 |
-
"SUN397Val:normalised_top1": 0.8269873079492318,
|
839 |
-
"SVHNVal:normalised_top1": 0.33658435360033206,
|
840 |
-
"avg:top1": 0.5199551852021443,
|
841 |
-
"avg_normalised_top1": 0.5920220164390196
|
842 |
-
},
|
843 |
-
{
|
844 |
-
"CarsVal:top1": 0.757985257985258,
|
845 |
-
"DTDVal:top1": 0.4175531914893617,
|
846 |
-
"EuroSATVal:top1": 0.5576017130620985,
|
847 |
-
"GTSRBVal:top1": 0.34572072072072074,
|
848 |
-
"MNISTVal:top1": 0.5216,
|
849 |
-
"RESISC45Val:top1": 0.6142857142857143,
|
850 |
-
"SUN397Val:top1": 0.6236775818639798,
|
851 |
-
"SVHNVal:top1": 0.3242,
|
852 |
-
"CarsVal:normalised_top1": 0.9716535433070866,
|
853 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
854 |
-
"EuroSATVal:normalised_top1": 0.5630234200701817,
|
855 |
-
"GTSRBVal:normalised_top1": 0.34598046581517655,
|
856 |
-
"MNISTVal:normalised_top1": 0.5239051828043391,
|
857 |
-
"RESISC45Val:normalised_top1": 0.6382627817482134,
|
858 |
-
"SUN397Val:normalised_top1": 0.8269873079492318,
|
859 |
-
"SVHNVal:normalised_top1": 0.33637684166839593,
|
860 |
-
"avg:top1": 0.5203280224258916,
|
861 |
-
"avg_normalised_top1": 0.5925253936006002
|
862 |
-
},
|
863 |
-
{
|
864 |
-
"CarsVal:top1": 0.7592137592137592,
|
865 |
-
"DTDVal:top1": 0.4175531914893617,
|
866 |
-
"EuroSATVal:top1": 0.5576017130620985,
|
867 |
-
"GTSRBVal:top1": 0.34496996996997,
|
868 |
-
"MNISTVal:top1": 0.5212,
|
869 |
-
"RESISC45Val:top1": 0.6142857142857143,
|
870 |
-
"SUN397Val:top1": 0.6231738035264484,
|
871 |
-
"SVHNVal:top1": 0.3248,
|
872 |
-
"CarsVal:normalised_top1": 0.973228346456693,
|
873 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
874 |
-
"EuroSATVal:normalised_top1": 0.5630234200701817,
|
875 |
-
"GTSRBVal:normalised_top1": 0.345229151014275,
|
876 |
-
"MNISTVal:normalised_top1": 0.5235034150261149,
|
877 |
-
"RESISC45Val:normalised_top1": 0.6382627817482134,
|
878 |
-
"SUN397Val:normalised_top1": 0.8263193052772211,
|
879 |
-
"SVHNVal:normalised_top1": 0.33699937746420416,
|
880 |
-
"avg:top1": 0.520349768943419,
|
881 |
-
"avg_normalised_top1": 0.592572425312385
|
882 |
-
},
|
883 |
-
{
|
884 |
-
"CarsVal:top1": 0.7616707616707616,
|
885 |
-
"DTDVal:top1": 0.4175531914893617,
|
886 |
-
"EuroSATVal:top1": 0.5588865096359743,
|
887 |
-
"GTSRBVal:top1": 0.34496996996997,
|
888 |
-
"MNISTVal:top1": 0.5206,
|
889 |
-
"RESISC45Val:top1": 0.6142857142857143,
|
890 |
-
"SUN397Val:top1": 0.6226700251889169,
|
891 |
-
"SVHNVal:top1": 0.3242,
|
892 |
-
"CarsVal:normalised_top1": 0.9763779527559054,
|
893 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
894 |
-
"EuroSATVal:normalised_top1": 0.5643207090565185,
|
895 |
-
"GTSRBVal:normalised_top1": 0.345229151014275,
|
896 |
-
"MNISTVal:normalised_top1": 0.5229007633587786,
|
897 |
-
"RESISC45Val:normalised_top1": 0.6382627817482134,
|
898 |
-
"SUN397Val:normalised_top1": 0.8256513026052105,
|
899 |
-
"SVHNVal:normalised_top1": 0.33637684166839593,
|
900 |
-
"avg:top1": 0.5206045215300874,
|
901 |
-
"avg_normalised_top1": 0.5928916384561842
|
902 |
-
},
|
903 |
-
{
|
904 |
-
"CarsVal:top1": 0.7616707616707616,
|
905 |
-
"DTDVal:top1": 0.4175531914893617,
|
906 |
-
"EuroSATVal:top1": 0.5610278372591007,
|
907 |
-
"GTSRBVal:top1": 0.34459459459459457,
|
908 |
-
"MNISTVal:top1": 0.5204,
|
909 |
-
"RESISC45Val:top1": 0.6148148148148148,
|
910 |
-
"SUN397Val:top1": 0.6231738035264484,
|
911 |
-
"SVHNVal:top1": 0.3238,
|
912 |
-
"CarsVal:normalised_top1": 0.9763779527559054,
|
913 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
914 |
-
"EuroSATVal:normalised_top1": 0.5664828573670799,
|
915 |
-
"GTSRBVal:normalised_top1": 0.34485349361382417,
|
916 |
-
"MNISTVal:normalised_top1": 0.5226998794696665,
|
917 |
-
"RESISC45Val:normalised_top1": 0.6388125343595382,
|
918 |
-
"SUN397Val:normalised_top1": 0.8263193052772211,
|
919 |
-
"SVHNVal:normalised_top1": 0.3359618178045237,
|
920 |
-
"avg:top1": 0.5208793754193852,
|
921 |
-
"avg_normalised_top1": 0.5931901807612419
|
922 |
-
},
|
923 |
-
{
|
924 |
-
"CarsVal:top1": 0.7604422604422605,
|
925 |
-
"DTDVal:top1": 0.42021276595744683,
|
926 |
-
"EuroSATVal:top1": 0.5605995717344754,
|
927 |
-
"GTSRBVal:top1": 0.34496996996997,
|
928 |
-
"MNISTVal:top1": 0.5202,
|
929 |
-
"RESISC45Val:top1": 0.6153439153439153,
|
930 |
-
"SUN397Val:top1": 0.6236775818639798,
|
931 |
-
"SVHNVal:top1": 0.3236,
|
932 |
-
"CarsVal:normalised_top1": 0.9748031496062993,
|
933 |
-
"DTDVal:normalised_top1": 0.5374149659863946,
|
934 |
-
"EuroSATVal:normalised_top1": 0.5660504277049677,
|
935 |
-
"GTSRBVal:normalised_top1": 0.345229151014275,
|
936 |
-
"MNISTVal:normalised_top1": 0.5224989955805545,
|
937 |
-
"RESISC45Val:normalised_top1": 0.6393622869708631,
|
938 |
-
"SUN397Val:normalised_top1": 0.8269873079492318,
|
939 |
-
"SVHNVal:normalised_top1": 0.3357543058725877,
|
940 |
-
"avg:top1": 0.521130758164006,
|
941 |
-
"avg_normalised_top1": 0.5935125738356466
|
942 |
-
},
|
943 |
-
{
|
944 |
-
"CarsVal:top1": 0.7604422604422605,
|
945 |
-
"DTDVal:top1": 0.4175531914893617,
|
946 |
-
"EuroSATVal:top1": 0.5614561027837259,
|
947 |
-
"GTSRBVal:top1": 0.34459459459459457,
|
948 |
-
"MNISTVal:top1": 0.5208,
|
949 |
-
"RESISC45Val:top1": 0.6164021164021164,
|
950 |
-
"SUN397Val:top1": 0.6231738035264484,
|
951 |
-
"SVHNVal:top1": 0.3242,
|
952 |
-
"CarsVal:normalised_top1": 0.9748031496062993,
|
953 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
954 |
-
"EuroSATVal:normalised_top1": 0.5669152870291922,
|
955 |
-
"GTSRBVal:normalised_top1": 0.34485349361382417,
|
956 |
-
"MNISTVal:normalised_top1": 0.5231016472478908,
|
957 |
-
"RESISC45Val:normalised_top1": 0.640461792193513,
|
958 |
-
"SUN397Val:normalised_top1": 0.8263193052772211,
|
959 |
-
"SVHNVal:normalised_top1": 0.33637684166839593,
|
960 |
-
"avg:top1": 0.5210777586548134,
|
961 |
-
"avg_normalised_top1": 0.5933556402598141
|
962 |
-
},
|
963 |
-
{
|
964 |
-
"CarsVal:top1": 0.7628992628992629,
|
965 |
-
"DTDVal:top1": 0.4175531914893617,
|
966 |
-
"EuroSATVal:top1": 0.5614561027837259,
|
967 |
-
"GTSRBVal:top1": 0.34572072072072074,
|
968 |
-
"MNISTVal:top1": 0.521,
|
969 |
-
"RESISC45Val:top1": 0.6164021164021164,
|
970 |
-
"SUN397Val:top1": 0.6236775818639798,
|
971 |
-
"SVHNVal:top1": 0.3246,
|
972 |
-
"CarsVal:normalised_top1": 0.9779527559055119,
|
973 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
974 |
-
"EuroSATVal:normalised_top1": 0.5669152870291922,
|
975 |
-
"GTSRBVal:normalised_top1": 0.34598046581517655,
|
976 |
-
"MNISTVal:normalised_top1": 0.5233025311370028,
|
977 |
-
"RESISC45Val:normalised_top1": 0.640461792193513,
|
978 |
-
"SUN397Val:normalised_top1": 0.8269873079492318,
|
979 |
-
"SVHNVal:normalised_top1": 0.3367918655322681,
|
980 |
-
"avg:top1": 0.5216636220198959,
|
981 |
-
"avg_normalised_top1": 0.5940507013755092
|
982 |
-
},
|
983 |
-
{
|
984 |
-
"CarsVal:top1": 0.7628992628992629,
|
985 |
-
"DTDVal:top1": 0.4175531914893617,
|
986 |
-
"EuroSATVal:top1": 0.5635974304068523,
|
987 |
-
"GTSRBVal:top1": 0.34534534534534533,
|
988 |
-
"MNISTVal:top1": 0.5214,
|
989 |
-
"RESISC45Val:top1": 0.6169312169312169,
|
990 |
-
"SUN397Val:top1": 0.6231738035264484,
|
991 |
-
"SVHNVal:top1": 0.324,
|
992 |
-
"CarsVal:normalised_top1": 0.9779527559055119,
|
993 |
-
"DTDVal:normalised_top1": 0.5340136054421769,
|
994 |
-
"EuroSATVal:normalised_top1": 0.5690774353397536,
|
995 |
-
"GTSRBVal:normalised_top1": 0.34560480841472574,
|
996 |
-
"MNISTVal:normalised_top1": 0.523704298915227,
|
997 |
-
"RESISC45Val:normalised_top1": 0.6410115448048378,
|
998 |
-
"SUN397Val:normalised_top1": 0.8263193052772211,
|
999 |
-
"SVHNVal:normalised_top1": 0.33616932973645985,
|
1000 |
-
"avg:top1": 0.5218625313248109,
|
1001 |
-
"avg_normalised_top1": 0.5942316354794892
|
1002 |
-
}
|
1003 |
-
],
|
1004 |
-
"test": {
|
1005 |
-
"Cars:top1": 0.7681880363138913,
|
1006 |
-
"DTD:top1": 0.4377659574468085,
|
1007 |
-
"EuroSAT:top1": 0.5580226225387516,
|
1008 |
-
"GTSRB:top1": 0.3339667458432304,
|
1009 |
-
"MNIST:top1": 0.5167,
|
1010 |
-
"RESISC45:top1": 0.6079365079365079,
|
1011 |
-
"SUN397:top1": 0.6257430730478589,
|
1012 |
-
"SVHN:top1": 0.343000921942225,
|
1013 |
-
"avg_top1": 0.5239154831336592,
|
1014 |
-
"Cars:normalised_top1": 0.9825035788134245,
|
1015 |
-
"DTD:normalised_top1": 0.5527199462726662,
|
1016 |
-
"EuroSAT:normalised_top1": 0.5640812732514523,
|
1017 |
-
"GTSRB:normalised_top1": 0.3368471490177288,
|
1018 |
-
"MNIST:normalised_top1": 0.5183067509278765,
|
1019 |
-
"RESISC45:normalised_top1": 0.6346313173156586,
|
1020 |
-
"SUN397:normalised_top1": 0.8305028082374966,
|
1021 |
-
"SVHN:normalised_top1": 0.3515492735934486,
|
1022 |
-
"avg_normalised_top1": 0.5963927621787191
|
1023 |
-
}
|
1024 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|