This file contains the results for the tests on the GTSRB dataset.
| Command line arguments | accuracy on test set |
|---|---|
| -n -1 --st --locnet 100,200,100 | 0.98788598574822 |
| --st | 0.98091844813935 |
| --no_lnorm --st | 0.9735550277118 |
| --no_cnorm --st | 0.97307996832937 |
| --no_lnorm --no_cnorm --st | 0.94299287410926 |
| --st --sca --tra | 0.98194774346793 |
| --no_lnorm --st --sca --tra | 0.97458432304038 |
| --no_cnorm --st --sca --tra | 0.97205067300079 |
| --no_lnorm --no_cnorm --st --sca --tra | 0.94346793349169 |
| --st --locnet 20,20,20 | 0.97862232779097 |
| --no_lnorm --st --locnet 20,20,20 | 0.97284243863816 |
| --no_cnorm --st --locnet 20,20,20 | 0.97110055423595 |
| --no_lnorm --no_cnorm --st --locnet 20,20,20 | 0.93673792557403 |
| --st --sca --tra --locnet 20,20,20 | 0.97957244655582 |
| --no_lnorm --st --sca --tra --locnet 20,20,20 | 0.97379255740301 |
| --no_cnorm --st --sca --tra --locnet 20,20,20 | 0.97007125890736 |
| --no_lnorm --no_cnorm --st --sca --tra --locnet 20,20,20 | 0.94576405384006 |
| --st --locnet 60,60,60 | 0.9812351543943 |
| --no_lnorm --st --locnet 60,60,60 | 0.97545526524149 |
| --no_cnorm --st --locnet 60,60,60 | 0.97205067300079 |
| --no_lnorm --no_cnorm --st --locnet 60,60,60 | 0.94837688044339 |
| --st --sca --tra --locnet 60,60,60 | 0.98218527315914 |
| --no_lnorm --st --sca --tra --locnet 60,60,60 | 0.97466349960412 |
| --no_cnorm --st --sca --tra --locnet 60,60,60 | 0.97086302454473 |
| --no_lnorm --no_cnorm --st --sca --tra --locnet 60,60,60 | 0.94718923198733 |
| --st --locnet 100,100,100 | 0.98281868566904 |
| --no_lnorm --st --locnet 100,100,100 | 0.97371338083927 |
| --no_cnorm --st --locnet 100,100,100 | 0.97600950118765 |
| --no_lnorm --no_cnorm --st --locnet 100,100,100 | 0.95217735550277 |
| --st --sca --tra --locnet 100,100,100 | 0.98305621536025 |
| --no_lnorm --st --sca --tra --locnet 100,100,100 | 0.97498020585907 |
| --no_cnorm --st --sca --tra --locnet 100,100,100 | 0.97236737925574 |
| --no_lnorm --no_cnorm --st --sca --tra --locnet 100,100,100 | 0.95003958828187 |
| --st --locnet 50,100,50 | 0.98163103721298 |
| --no_lnorm --st --locnet 50,100,50 | 0.97450514647664 |
| --no_cnorm --st --locnet 50,100,50 | 0.97410926365796 |
| --no_lnorm --no_cnorm --st --locnet 50,100,50 | 0.94639746634996 |
| --st --sca --tra --locnet 50,100,50 | 0.98258115597783 |
| --no_lnorm --st --sca --tra --locnet 50,100,50 | 0.97513855898654 |
| --no_cnorm --st --sca --tra --locnet 50,100,50 | 0.97133808392716 |
| --no_lnorm --no_cnorm --st --sca --tra --locnet 50,100,50 | 0.93887569279493 |
| --st --locnet 100,200,100 | 0.9840063341251 |
| --no_lnorm --st --locnet 100,200,100 | 0.97482185273159 |
| --no_cnorm --st --locnet 100,200,100 | 0.9437054631829 |
| --no_lnorm --no_cnorm --st --locnet 100,200,100 | 0.95003958828187 |
| --st --sca --tra --locnet 100,200,100 | 0.98440221694378 |
| --no_lnorm --st --sca --tra --locnet 100,200,100 | 0.97624703087886 |
| --no_cnorm --st --sca --tra --locnet 100,200,100 | 0.97363420427553 |
| --no_lnorm --no_cnorm --st --sca --tra --locnet 100,200,100 | 0.95011876484561 |
| --st --locnet 100,100,50 | 0.98329374505146 |
| --no_lnorm --st --locnet 100,100,50 | 0.97426761678543 |
| --no_cnorm --st --locnet 100,100,50 | 0.97450514647664 |
| --no_lnorm --no_cnorm --st --locnet 100,100,50 | 0.93008709422011 |
| --st --sca --tra --locnet 100,100,50 | 0.98266033254157 |
| --no_lnorm --st --sca --tra --locnet 100,100,50 | 0.9756927949327 |
| --no_cnorm --st --sca --tra --locnet 100,100,50 | 0.97173396674584 |
| --no_lnorm --no_cnorm --st --sca --tra --locnet 100,100,50 | 0.93697545526524 |
| --st --locnet 150,150,100 | 0.98321456848773 |
| --no_lnorm --st --locnet 150,150,100 | 0.97545526524149 |
| --no_cnorm --st --locnet 150,150,100 | 0.97165479018211 |
| --no_lnorm --no_cnorm --st --locnet 150,150,100 | 0.94964370546318 |
| --st --sca --tra --locnet 150,150,100 | 0.98297703879652 |
| --no_lnorm --st --sca --tra --locnet 150,150,100 | 0.97640538400633 |
| --no_cnorm --st --sca --tra --locnet 150,150,100 | 0.97300079176564 |
| --no_lnorm --no_cnorm --st --sca --tra --locnet 150,150,100 | 0.9458432304038 |
| --st --locnet 141,141,141 | 0.98281868566904 |
| --st --sca --tra --locnet 141,141,141 | 0.98432304038005 |
| --st --locnet 150,150,150 | 0.98376880443389 |
| --st --sca --tra --locnet 150,150,150 | 0.98448139350752 |
| --st --locnet 200,200,200 | 0.98424386381631 |
| --st --sca --tra --locnet 200,200,200 | 0.98440221694378 |
| --st --locnet 250,250,250 | 0.98519398258116 |
| --st --sca --tra --locnet 250,250,250 | 0.98487727632621 |
| --st --locnet 150,250,150 | 0.98416468725257 |
| --st --sca --tra --locnet 150,250,150 | 0.98519398258116 |
| --st --locnet 200,300,200 | 0.98392715756136 |
| --st --sca --tra --locnet 200,300,200 | 0.98376880443389 |
| --st --locnet "" --locnet2 150,150,150 | 0.98091844813935 |
| --st --locnet 150,150,150 --locnet2 150,150,150 | 0.98606492478226 |
| --st --locnet 150,250,150 --locnet2 150,150,150 | 0.9855106888361 |
| --st --locnet "" --locnet2 150,250,150 | 0.98052256532067 |
| --st --locnet 150,150,150 --locnet2 150,250,150 | 0.98566904196358 |
| --st --locnet 150,250,150 --locnet2 150,250,150 | 0.986144101346 |
| --st --locnet "" --locnet2 75,75,75 | 0.9790973871734 |
| --st --locnet 150,150,150 --locnet2 75,75,75 | 0.98638163103721 |
| --st --locnet 150,250,150 --locnet2 75,75,75 | 0.98590657165479 |
| --st --locnet "" --locnet2 75,125,75 | 0.97870150435471 |
| --st --locnet 150,150,150 --locnet2 75,125,75 | 0.98582739509105 |
| --st --locnet 150,250,150 --locnet2 75,125,75 | 0.98669833729216 |
| --net idsia_net.lua --cnn 100,150,250,300 --st --locnet 100,200,100 | 0.99121140142518 |
| --net idsia_net.lua --cnn 150,200,300,350 --st --locnet 100,200,100 | 0.99255740300871 |
| --net idsia_net.lua --cnn 100,150,250,300 --st --sca --tra --locnet 100,200,100 | 0.98978622327791 |
| --net idsia_net.lua --cnn 150,200,300,350 --st --sca --tra --locnet 100,200,100 | 0.99176563737134 |
| --net idsia_net.lua --cnn 100,150,250,300 --st --locnet 150,250,150 | 0.99089469517023 |
| --net idsia_net.lua --cnn 150,200,300,350 --st --locnet 150,250,150 | 0.99390340459224 |
| --net idsia_net.lua --cnn 100,150,250,300 --st --sca --tra --locnet 150,250,150 | 0.9910530482977 |
| --net idsia_net.lua --cnn 150,200,300,350 --st --sca --tra --locnet 150,250,150 | 0.99255740300871 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet "" | 0.98416468725257 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet "" | 0.98281868566904 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 150,150,150 | 0.99287410926366 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 150,150,150 | 0.99073634204276 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 200,300,200 | 0.99334916864608 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 200,300,200 | 0.9910530482977 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet "" --locnet2 150,150,150 | 0.99255740300871 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet "" --locnet2 150,150,150 | 0.99057798891528 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 150,150,150 --locnet2 150,150,150 | 0.99429928741093 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 150,150,150 --locnet2 150,150,150 | 0.9923198733175 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 200,300,200 --locnet2 150,150,150 | 0.99517022961203 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 200,300,200 --locnet2 150,150,150 | 0.99136975455265 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet "" --locnet2 75,75,75 | 0.99192399049881 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet "" --locnet2 75,75,75 | 0.9895486935867 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 150,150,150 --locnet2 75,75,75 | 0.99406175771971 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 150,150,150 --locnet2 75,75,75 | 0.9923198733175 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 200,300,200 --locnet2 75,75,75 | 0.99548693586698 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 200,300,200 --locnet2 75,75,75 | 0.99089469517023 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet "" --locnet3 150,150,150 | 0.98764845605701 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet "" --locnet3 150,150,150 | 0.9882818685669 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 150,150,150 --locnet3 150,150,150 | 0.99453681710214 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 150,150,150 --locnet3 150,150,150 | 0.99152810768013 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 200,300,200 --locnet3 150,150,150 | 0.99303246239113 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 200,300,200 --locnet3 150,150,150 | 0.99398258115598 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet "" --locnet2 150,150,150 --locnet3 150,150,150 | 0.99089469517023 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet "" --locnet2 150,150,150 --locnet3 150,150,150 | 0.99026128266033 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 150,150,150 --locnet2 150,150,150 --locnet3 150,150,150 | 0.99342834520982 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 150,150,150 --locnet2 150,150,150 --locnet3 150,150,150 | 0.99239904988124 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 200,300,200 --locnet2 150,150,150 --locnet3 150,150,150 | 0.99556611243072 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 200,300,200 --locnet2 150,150,150 --locnet3 150,150,150 | 0.99176563737134 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet "" --locnet2 75,75,75 --locnet3 150,150,150 | 0.99073634204276 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet "" --locnet2 75,75,75 --locnet3 150,150,150 | 0.98986539984165 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 150,150,150 --locnet2 75,75,75 --locnet3 150,150,150 | 0.99437846397466 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 150,150,150 --locnet2 75,75,75 --locnet3 150,150,150 | 0.99263657957245 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 200,300,200 --locnet2 75,75,75 --locnet3 150,150,150 | 0.99461599366587 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 200,300,200 --locnet2 75,75,75 --locnet3 150,150,150 | 0.99208234362629 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet "" --locnet3 75,75,75 | 0.9874109263658 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet "" --locnet3 75,75,75 | 0.98756927949327 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 150,150,150 --locnet3 75,75,75 | 0.99374505146477 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 150,150,150 --locnet3 75,75,75 | 0.99255740300871 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 200,300,200 --locnet3 75,75,75 | 0.99350752177356 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 200,300,200 --locnet3 75,75,75 | 0.99263657957245 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet "" --locnet2 150,150,150 --locnet3 75,75,75 | 0.99049881235154 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet "" --locnet2 150,150,150 --locnet3 75,75,75 | 0.98962787015044 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 150,150,150 --locnet2 150,150,150 --locnet3 75,75,75 | 0.99422011084719 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 150,150,150 --locnet2 150,150,150 --locnet3 75,75,75 | 0.99287410926366 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 200,300,200 --locnet2 150,150,150 --locnet3 75,75,75 | 0.99485352335709 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 200,300,200 --locnet2 150,150,150 --locnet3 75,75,75 | 0.9938242280285 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet "" --locnet2 75,75,75 --locnet3 75,75,75 | 0.9895486935867 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet "" --locnet2 75,75,75 --locnet3 75,75,75 | 0.98986539984165 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 150,150,150 --locnet2 75,75,75 --locnet3 75,75,75 | 0.99398258115598 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 150,150,150 --locnet2 75,75,75 --locnet3 75,75,75 | 0.9938242280285 |
| --st --net idsia_net.lua --cnn 150,200,300,350 --locnet 200,300,200 --locnet2 75,75,75 --locnet3 75,75,75 | 0.99469517022961 |
| --st --net idsia_net.lua --cnn 200,250,350,400 --locnet 200,300,200 --locnet2 75,75,75 --locnet3 75,75,75 | 0.99422011084719 |
This file is generated by the baseline_st.lua script.