results.txt

openclip ViT-B-16
--------------------------------------------------
n: 5000
text->img @ 1 0.371 
img->text @ 1 0.387 
text->img @ 5 0.635 
img->text @ 5 0.653 
text->img @ similarity 0.886 0.165
img->text @ similarity 0.888 0.164
n: 10000
text->img @ 1 0.300 
img->text @ 1 0.317 
text->img @ 5 0.540 
img->text @ 5 0.572 
text->img @ similarity 0.870 0.170
img->text @ similarity 0.873 0.169
n: 15000
text->img @ 1 0.258 
img->text @ 1 0.272 
text->img @ 5 0.483 
img->text @ 5 0.504 
text->img @ similarity 0.861 0.171
img->text @ similarity 0.866 0.171
n: 20000
text->img @ 1 0.227 
img->text @ 1 0.243 
text->img @ 5 0.441 
img->text @ 5 0.459 
text->img @ similarity 0.853 0.173
img->text @ similarity 0.861 0.172
n: 25000
text->img @ 1 0.212 
img->text @ 1 0.228 
text->img @ 5 0.413 
img->text @ 5 0.430 
text->img @ similarity 0.850 0.174
img->text @ similarity 0.857 0.172
n: 30000
text->img @ 1 0.198 
img->text @ 1 0.214 
text->img @ 5 0.389 
img->text @ 5 0.408 
text->img @ similarity 0.848 0.174
img->text @ similarity 0.854 0.172
n: 35000
text->img @ 1 0.188 
img->text @ 1 0.203 
text->img @ 5 0.370 
img->text @ 5 0.388 
text->img @ similarity 0.846 0.174
img->text @ similarity 0.852 0.173
n: 40000
text->img @ 1 0.179 
img->text @ 1 0.195 
text->img @ 5 0.356 
img->text @ 5 0.374 
text->img @ similarity 0.845 0.174
img->text @ similarity 0.850 0.173
n: 45000
text->img @ 1 0.172 
img->text @ 1 0.188 
text->img @ 5 0.344 
img->text @ 5 0.363 
text->img @ similarity 0.843 0.175
img->text @ similarity 0.848 0.174
n: 50000
text->img @ 1 0.167 
img->text @ 1 0.181 
text->img @ 5 0.333 
img->text @ 5 0.351 
text->img @ similarity 0.842 0.174
img->text @ similarity 0.847 0.174
openclip ViT-B-32
--------------------------------------------------
n: 5000
text->img @ 1 0.319 
img->text @ 1 0.343 
text->img @ 5 0.583 
img->text @ 5 0.610 
text->img @ similarity 0.875 0.169
img->text @ similarity 0.880 0.168
n: 10000
text->img @ 1 0.252 
img->text @ 1 0.273 
text->img @ 5 0.489 
img->text @ 5 0.510 
text->img @ similarity 0.863 0.171
img->text @ similarity 0.866 0.171
n: 15000
text->img @ 1 0.214 
img->text @ 1 0.235 
text->img @ 5 0.428 
img->text @ 5 0.451 
text->img @ similarity 0.856 0.171
img->text @ similarity 0.860 0.172
n: 20000
text->img @ 1 0.191 
img->text @ 1 0.212 
text->img @ 5 0.387 
img->text @ 5 0.413 
text->img @ similarity 0.850 0.173
img->text @ similarity 0.854 0.173
n: 25000
text->img @ 1 0.176 
img->text @ 1 0.197 
text->img @ 5 0.360 
img->text @ 5 0.387 
text->img @ similarity 0.848 0.174
img->text @ similarity 0.851 0.173
n: 30000
text->img @ 1 0.162 
img->text @ 1 0.184 
text->img @ 5 0.337 
img->text @ 5 0.365 
text->img @ similarity 0.845 0.174
img->text @ similarity 0.847 0.174
n: 35000
text->img @ 1 0.152 
img->text @ 1 0.173 
text->img @ 5 0.318 
img->text @ 5 0.346 
text->img @ similarity 0.843 0.175
img->text @ similarity 0.845 0.174
n: 40000
text->img @ 1 0.145 
img->text @ 1 0.166 
text->img @ 5 0.304 
img->text @ 5 0.332 
text->img @ similarity 0.841 0.175
img->text @ similarity 0.844 0.174
n: 45000
text->img @ 1 0.139 
img->text @ 1 0.160 
text->img @ 5 0.293 
img->text @ 5 0.321 
text->img @ similarity 0.840 0.175
img->text @ similarity 0.842 0.174
n: 50000
text->img @ 1 0.133 
img->text @ 1 0.153 
text->img @ 5 0.283 
img->text @ 5 0.311 
text->img @ similarity 0.839 0.175
img->text @ similarity 0.842 0.174
openai ViT-B/16
--------------------------------------------------
n: 5000
text->img @ 1 0.310 
img->text @ 1 0.343 
text->img @ 5 0.577 
img->text @ 5 0.595 
text->img @ similarity 0.875 0.169
img->text @ similarity 0.878 0.169
n: 10000
text->img @ 1 0.247 
img->text @ 1 0.282 
text->img @ 5 0.479 
img->text @ 5 0.514 
text->img @ similarity 0.863 0.172
img->text @ similarity 0.866 0.172
n: 15000
text->img @ 1 0.213 
img->text @ 1 0.244 
text->img @ 5 0.420 
img->text @ 5 0.453 
text->img @ similarity 0.855 0.173
img->text @ similarity 0.859 0.173
n: 20000
text->img @ 1 0.188 
img->text @ 1 0.218 
text->img @ 5 0.380 
img->text @ 5 0.410 
text->img @ similarity 0.850 0.174
img->text @ similarity 0.853 0.173
n: 25000
text->img @ 1 0.174 
img->text @ 1 0.204 
text->img @ 5 0.352 
img->text @ 5 0.387 
text->img @ similarity 0.847 0.174
img->text @ similarity 0.852 0.173
n: 30000
text->img @ 1 0.163 
img->text @ 1 0.191 
text->img @ 5 0.333 
img->text @ 5 0.368 
text->img @ similarity 0.845 0.174
img->text @ similarity 0.849 0.174
n: 35000
text->img @ 1 0.154 
img->text @ 1 0.182 
text->img @ 5 0.315 
img->text @ 5 0.352 
text->img @ similarity 0.843 0.174
img->text @ similarity 0.848 0.173
n: 40000
text->img @ 1 0.147 
img->text @ 1 0.175 
text->img @ 5 0.303 
img->text @ 5 0.340 
text->img @ similarity 0.841 0.174
img->text @ similarity 0.847 0.173
n: 45000
text->img @ 1 0.141 
img->text @ 1 0.169 
text->img @ 5 0.293 
img->text @ 5 0.329 
text->img @ similarity 0.840 0.174
img->text @ similarity 0.845 0.174
n: 50000
text->img @ 1 0.136 
img->text @ 1 0.163 
text->img @ 5 0.283 
img->text @ 5 0.318 
text->img @ similarity 0.838 0.174
img->text @ similarity 0.844 0.174
openai ViT-B/32
--------------------------------------------------
n: 5000
text->img @ 1 0.288 
img->text @ 1 0.319 
text->img @ 5 0.540 
img->text @ 5 0.580 
text->img @ similarity 0.869 0.171
img->text @ similarity 0.876 0.169
n: 10000
text->img @ 1 0.219 
img->text @ 1 0.259 
text->img @ 5 0.442 
img->text @ 5 0.487 
text->img @ similarity 0.858 0.173
img->text @ similarity 0.862 0.173
n: 15000
text->img @ 1 0.185 
img->text @ 1 0.219 
text->img @ 5 0.383 
img->text @ 5 0.429 
text->img @ similarity 0.852 0.173
img->text @ similarity 0.855 0.173
n: 20000
text->img @ 1 0.166 
img->text @ 1 0.195 
text->img @ 5 0.345 
img->text @ 5 0.387 
text->img @ similarity 0.845 0.175
img->text @ similarity 0.849 0.174
n: 25000
text->img @ 1 0.151 
img->text @ 1 0.181 
text->img @ 5 0.320 
img->text @ 5 0.363 
text->img @ similarity 0.844 0.174
img->text @ similarity 0.847 0.174
n: 30000
text->img @ 1 0.140 
img->text @ 1 0.170 
text->img @ 5 0.301 
img->text @ 5 0.342 
text->img @ similarity 0.841 0.175
img->text @ similarity 0.845 0.174
n: 35000
text->img @ 1 0.131 
img->text @ 1 0.161 
text->img @ 5 0.283 
img->text @ 5 0.326 
text->img @ similarity 0.840 0.175
img->text @ similarity 0.844 0.174
n: 40000
text->img @ 1 0.125 
img->text @ 1 0.153 
text->img @ 5 0.271 
img->text @ 5 0.313 
text->img @ similarity 0.838 0.175
img->text @ similarity 0.842 0.174
n: 45000
text->img @ 1 0.119 
img->text @ 1 0.147 
text->img @ 5 0.260 
img->text @ 5 0.302 
text->img @ similarity 0.837 0.175
img->text @ similarity 0.841 0.174
n: 50000
text->img @ 1 0.114 
img->text @ 1 0.141 
text->img @ 5 0.250 
img->text @ 5 0.292 
text->img @ similarity 0.835 0.175
img->text @ similarity 0.840 0.174
openai ViT-L/14
--------------------------------------------------
n: 5000
text->img @ 1 0.338 
img->text @ 1 0.359 
text->img @ 5 0.595 
img->text @ 5 0.612 
text->img @ similarity 0.875 0.168
img->text @ similarity 0.881 0.167
n: 10000
text->img @ 1 0.268 
img->text @ 1 0.300 
text->img @ 5 0.503 
img->text @ 5 0.528 
text->img @ similarity 0.862 0.171
img->text @ similarity 0.871 0.170
n: 15000
text->img @ 1 0.229 
img->text @ 1 0.261 
text->img @ 5 0.444 
img->text @ 5 0.471 
text->img @ similarity 0.856 0.172
img->text @ similarity 0.863 0.171
n: 20000
text->img @ 1 0.207 
img->text @ 1 0.233 
text->img @ 5 0.403 
img->text @ 5 0.431 
text->img @ similarity 0.849 0.175
img->text @ similarity 0.857 0.173
n: 25000
text->img @ 1 0.193 
img->text @ 1 0.220 
text->img @ 5 0.374 
img->text @ 5 0.407 
text->img @ similarity 0.848 0.175
img->text @ similarity 0.856 0.173
n: 30000
text->img @ 1 0.181 
img->text @ 1 0.207 
text->img @ 5 0.354 
img->text @ 5 0.388 
text->img @ similarity 0.847 0.174
img->text @ similarity 0.852 0.174
n: 35000
text->img @ 1 0.171 
img->text @ 1 0.197 
text->img @ 5 0.337 
img->text @ 5 0.371 
text->img @ similarity 0.846 0.174
img->text @ similarity 0.851 0.174
n: 40000
text->img @ 1 0.164 
img->text @ 1 0.189 
text->img @ 5 0.324 
img->text @ 5 0.357 
text->img @ similarity 0.844 0.174
img->text @ similarity 0.850 0.174
n: 45000
text->img @ 1 0.159 
img->text @ 1 0.183 
text->img @ 5 0.315 
img->text @ 5 0.347 
text->img @ similarity 0.842 0.174
img->text @ similarity 0.848 0.174
n: 50000
text->img @ 1 0.152 
img->text @ 1 0.176 
text->img @ 5 0.303 
img->text @ 5 0.335 
text->img @ similarity 0.842 0.174
img->text @ similarity 0.847 0.174
openai ViT-L/14 (336)
--------------------------------------------------
n: 5000
text->img @ 1 0.354 
img->text @ 1 0.383 
text->img @ 5 0.614 
img->text @ 5 0.636 
text->img @ similarity 0.883 0.166
img->text @ similarity 0.886 0.165
n: 10000
text->img @ 1 0.283 
img->text @ 1 0.321 
text->img @ 5 0.517 
img->text @ 5 0.554 
text->img @ similarity 0.869 0.171
img->text @ similarity 0.875 0.169
n: 15000
text->img @ 1 0.247 
img->text @ 1 0.280 
text->img @ 5 0.458 
img->text @ 5 0.493 
text->img @ similarity 0.862 0.172
img->text @ similarity 0.865 0.171
n: 20000
text->img @ 1 0.224 
img->text @ 1 0.253 
text->img @ 5 0.420 
img->text @ 5 0.455 
text->img @ similarity 0.856 0.172
img->text @ similarity 0.860 0.172
n: 25000
text->img @ 1 0.208 
img->text @ 1 0.237 
text->img @ 5 0.396 
img->text @ 5 0.431 
text->img @ similarity 0.853 0.172
img->text @ similarity 0.857 0.172
n: 30000
text->img @ 1 0.195 
img->text @ 1 0.225 
text->img @ 5 0.375 
img->text @ 5 0.411 
text->img @ similarity 0.850 0.173
img->text @ similarity 0.855 0.172
n: 35000
text->img @ 1 0.184 
img->text @ 1 0.214 
text->img @ 5 0.357 
img->text @ 5 0.394 
text->img @ similarity 0.848 0.173
img->text @ similarity 0.854 0.173
n: 40000
text->img @ 1 0.177 
img->text @ 1 0.206 
text->img @ 5 0.346 
img->text @ 5 0.381 
text->img @ similarity 0.846 0.173
img->text @ similarity 0.852 0.173
n: 45000
text->img @ 1 0.172 
img->text @ 1 0.200 
text->img @ 5 0.334 
img->text @ 5 0.370 
text->img @ similarity 0.845 0.174
img->text @ similarity 0.850 0.174
n: 50000
text->img @ 1 0.165 
img->text @ 1 0.192 
text->img @ 5 0.323 
img->text @ 5 0.359 
text->img @ similarity 0.843 0.174
img->text @ similarity 0.849 0.174
cloob ViT-B/16
--------------------------------------------------
n: 5000
text->img @ 1 0.296 
img->text @ 1 0.310 
text->img @ 5 0.540 
img->text @ 5 0.568 
text->img @ similarity 0.867 0.172
img->text @ similarity 0.872 0.169
n: 10000
text->img @ 1 0.229 
img->text @ 1 0.245 
text->img @ 5 0.440 
img->text @ 5 0.469 
text->img @ similarity 0.854 0.175
img->text @ similarity 0.861 0.172
n: 15000
text->img @ 1 0.197 
img->text @ 1 0.213 
text->img @ 5 0.389 
img->text @ 5 0.416 
text->img @ similarity 0.851 0.174
img->text @ similarity 0.856 0.173
n: 20000
text->img @ 1 0.178 
img->text @ 1 0.189 
text->img @ 5 0.355 
img->text @ 5 0.381 
text->img @ similarity 0.847 0.175
img->text @ similarity 0.850 0.174
n: 25000
text->img @ 1 0.163 
img->text @ 1 0.174 
text->img @ 5 0.330 
img->text @ 5 0.354 
text->img @ similarity 0.844 0.175
img->text @ similarity 0.847 0.175
n: 30000
text->img @ 1 0.151 
img->text @ 1 0.160 
text->img @ 5 0.308 
img->text @ 5 0.330 
text->img @ similarity 0.842 0.175
img->text @ similarity 0.845 0.175
n: 35000
text->img @ 1 0.142 
img->text @ 1 0.150 
text->img @ 5 0.292 
img->text @ 5 0.314 
text->img @ similarity 0.840 0.175
img->text @ similarity 0.841 0.175
n: 40000
text->img @ 1 0.134 
img->text @ 1 0.142 
text->img @ 5 0.279 
img->text @ 5 0.300 
text->img @ similarity 0.840 0.175
img->text @ similarity 0.840 0.175
n: 45000
text->img @ 1 0.128 
img->text @ 1 0.135 
text->img @ 5 0.268 
img->text @ 5 0.287 
text->img @ similarity 0.839 0.175
img->text @ similarity 0.839 0.174
n: 50000
text->img @ 1 0.122 
img->text @ 1 0.130 
text->img @ 5 0.257 
img->text @ 5 0.275 
text->img @ similarity 0.838 0.175
img->text @ similarity 0.839 0.174
cloob ViT-L/14
--------------------------------------------------
n: 5000
text->img @ 1 0.275 
img->text @ 1 0.308 
text->img @ 5 0.526 
img->text @ 5 0.570 
text->img @ similarity 0.867 0.171
img->text @ similarity 0.873 0.169
n: 10000
text->img @ 1 0.215 
img->text @ 1 0.248 
text->img @ 5 0.430 
img->text @ 5 0.480 
text->img @ similarity 0.853 0.174
img->text @ similarity 0.862 0.171
n: 15000
text->img @ 1 0.186 
img->text @ 1 0.215 
text->img @ 5 0.382 
img->text @ 5 0.424 
text->img @ similarity 0.846 0.176
img->text @ similarity 0.856 0.173
n: 20000
text->img @ 1 0.163 
img->text @ 1 0.191 
text->img @ 5 0.345 
img->text @ 5 0.385 
text->img @ similarity 0.842 0.176
img->text @ similarity 0.851 0.174
n: 25000
text->img @ 1 0.152 
img->text @ 1 0.175 
text->img @ 5 0.320 
img->text @ 5 0.356 
text->img @ similarity 0.841 0.176
img->text @ similarity 0.847 0.174
n: 30000
text->img @ 1 0.140 
img->text @ 1 0.164 
text->img @ 5 0.297 
img->text @ 5 0.334 
text->img @ similarity 0.840 0.175
img->text @ similarity 0.844 0.174
n: 35000
text->img @ 1 0.132 
img->text @ 1 0.155 
text->img @ 5 0.282 
img->text @ 5 0.318 
text->img @ similarity 0.840 0.175
img->text @ similarity 0.842 0.175
n: 40000
text->img @ 1 0.125 
img->text @ 1 0.147 
text->img @ 5 0.268 
img->text @ 5 0.303 
text->img @ similarity 0.839 0.174
img->text @ similarity 0.840 0.174
n: 45000
text->img @ 1 0.120 
img->text @ 1 0.141 
text->img @ 5 0.257 
img->text @ 5 0.292 
text->img @ similarity 0.838 0.174
img->text @ similarity 0.839 0.175
n: 50000
text->img @ 1 0.114 
img->text @ 1 0.133 
text->img @ 5 0.246 
img->text @ 5 0.280 
text->img @ similarity 0.836 0.174
img->text @ similarity 0.838 0.175