|
{ |
|
"LOSS": [ |
|
-1, |
|
0.6644346823843352, |
|
0.5399755331671625, |
|
0.48706577743340373, |
|
0.4641708921684944, |
|
0.44987145758861863, |
|
0.43843807580783944, |
|
0.4301338604672463, |
|
0.42332181540549646, |
|
0.4173950698310967, |
|
0.41263551129474935, |
|
0.40820048477315213, |
|
0.40436135740841295, |
|
0.4011661840186394, |
|
0.39799810959742704, |
|
0.39506083137309356, |
|
0.3924017314889318, |
|
0.38964456820380083, |
|
0.3876190448077023, |
|
0.38534067812009176, |
|
0.3832974826588353, |
|
0.3809599129862376, |
|
0.3795172518141133, |
|
0.37748991531214654, |
|
0.37625316615018345, |
|
0.37449975396982677 |
|
], |
|
"MSE": [ |
|
0.2025356010579672, |
|
0.04870851498219322, |
|
0.035885515882343545, |
|
0.029684363551376783, |
|
0.027351106410143804, |
|
0.027021867169647433, |
|
0.022318152271852385, |
|
0.023922138832143097, |
|
0.021542919437080376, |
|
0.01994786858100627, |
|
0.019438012045060026, |
|
0.019204480329253634, |
|
0.023544065051208266, |
|
0.01903011951763488, |
|
0.020931304714902014, |
|
0.018990437252080588, |
|
0.018912115355678757, |
|
0.016558716149970155, |
|
0.01807450378298393, |
|
0.01925694980643323, |
|
0.01656116838719635, |
|
0.01647269218534109, |
|
0.01721007094458967, |
|
0.016618555426964016, |
|
0.017368550763511268, |
|
0.015907733598113306 |
|
], |
|
"MAE": [ |
|
0.3569662326672038, |
|
0.17447454470102905, |
|
0.14197726120225718, |
|
0.12796954007544478, |
|
0.12012951396649978, |
|
0.12074876436200298, |
|
0.10684019547016894, |
|
0.1109948342696565, |
|
0.10563008545241395, |
|
0.0999876253734358, |
|
0.09886994246454513, |
|
0.09766440203443902, |
|
0.1084078772940108, |
|
0.09719762642730455, |
|
0.10161016667719747, |
|
0.09674673725957753, |
|
0.09582557544478627, |
|
0.09095303808934375, |
|
0.09439299698369424, |
|
0.09840029780371268, |
|
0.090629871140738, |
|
0.08978244005778774, |
|
0.09135269138534538, |
|
0.08950162620940169, |
|
0.09379652936439045, |
|
0.08815706655627391 |
|
], |
|
"LPIPS_Vgg": [ |
|
0.9791463652595145, |
|
0.5478590900292162, |
|
0.46334730467346846, |
|
0.44454121088883913, |
|
0.4290353939181469, |
|
0.43093020701017537, |
|
0.4050338342785835, |
|
0.4032044314214441, |
|
0.4023042727933555, |
|
0.3947566978511263, |
|
0.39084224952537505, |
|
0.38833358444151334, |
|
0.3859021264265795, |
|
0.38304578097628766, |
|
0.38145004640348623, |
|
0.37615519786467316, |
|
0.3751606313420124, |
|
0.3764113684902426, |
|
0.37420664385693975, |
|
0.3861888052254427, |
|
0.37234933014775884, |
|
0.3684609678925061, |
|
0.36523405059439235, |
|
0.3640212390999325, |
|
0.3732894981493715, |
|
0.3648929725416371 |
|
], |
|
"LPIPS_Alex": [ |
|
0.9739182156617524, |
|
0.7334173744330641, |
|
0.46947488457453057, |
|
0.4183092263878369, |
|
0.395652138063165, |
|
0.385275374181935, |
|
0.3705434089557069, |
|
0.35984684355923385, |
|
0.3578725978732109, |
|
0.35406130784359136, |
|
0.34820573019688245, |
|
0.34173505850991265, |
|
0.35310066589077965, |
|
0.33479689147140157, |
|
0.33637726783263877, |
|
0.33452054247504376, |
|
0.32959373515160356, |
|
0.32224039812801314, |
|
0.3290195930443826, |
|
0.3299023826591304, |
|
0.3271934521979973, |
|
0.32024890819533924, |
|
0.31973253911147353, |
|
0.32180812820547916, |
|
0.32230854687876387, |
|
0.32121177115401284 |
|
], |
|
"PSNR": [ |
|
6.952374497398001, |
|
13.146152382991353, |
|
14.476027027505342, |
|
15.302445247525075, |
|
15.660698386489369, |
|
15.715929648915274, |
|
16.544795986081734, |
|
16.24226549805188, |
|
16.702075934800945, |
|
17.036293897472444, |
|
17.14740390855758, |
|
17.202384155304706, |
|
16.32117672826423, |
|
17.241997542928477, |
|
16.826730278671764, |
|
17.25054720972405, |
|
17.265497575040722, |
|
17.84536774432073, |
|
17.465811498829577, |
|
17.184734618077513, |
|
17.84713221378014, |
|
17.86779381017216, |
|
17.67823841141873, |
|
17.831595127699806, |
|
17.633339788092943, |
|
18.02059537074605 |
|
], |
|
"SSIM": [ |
|
0.0479291830608835, |
|
0.30007340026194934, |
|
0.4416695808778044, |
|
0.4721424875200772, |
|
0.502506324990851, |
|
0.5137862307859249, |
|
0.5394934563607466, |
|
0.5397328023539215, |
|
0.5495318554219653, |
|
0.5649942879061229, |
|
0.5650529778394543, |
|
0.5636062753982232, |
|
0.5578324604229848, |
|
0.5685367452316596, |
|
0.5651787576861069, |
|
0.5747107135467842, |
|
0.576268988554595, |
|
0.5771656246458898, |
|
0.5814653573954691, |
|
0.5776420330903569, |
|
0.5864433284665718, |
|
0.5844379199332879, |
|
0.5870323388791475, |
|
0.5951464019837927, |
|
0.5849601780293417, |
|
0.5964850390055141 |
|
], |
|
"ReconstructionError": [ |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987, |
|
1161.491835046987 |
|
], |
|
"n_iter": 10, |
|
"algorithm": "unrolled_admm_UnetRes_d4", |
|
"metric_for_best_model": null, |
|
"best_epoch": 23, |
|
"best_eval_score": 0.3806397945268965 |
|
} |