bezzam's picture
Upload 158 files
a213ae3 verified
{
"LOSS": [
1,
0.4457320999999838,
0.35304422244677974,
0.3186257427309945,
0.3001118877554939,
0.2871197715500995,
0.2759193549056861,
0.2672060283025112,
0.26013692331065763,
0.2529433202842869,
0.24637296068668388,
0.241643066485723,
0.23715014848361418,
0.23309148204326627,
0.22964431804666907,
0.22582625494400613,
0.2224425456648071,
0.21994397298619187,
0.21696896877263985,
0.21416821533441543,
0.21184813575694983,
0.2092782211887341,
0.20700861246635466,
0.2047655131593348,
0.20259534879898072,
0.2008559078400326
],
"LOSS_TEST": [
0.8756174465288986,
0.3921740970222859,
0.33129961959956156,
0.3037334326701286,
0.29599790576727947,
0.2829585180219796,
0.26922571295042624,
0.26654391898307483,
0.258865267757813,
0.25187067399234947,
0.2500693027185998,
0.24917850914426162,
0.24492676725571003,
0.24002603806874104,
0.23967988801900078,
0.23439472640731238,
0.2309665035053685,
0.23089698447964271,
0.23096365073846806,
0.22666474947651327,
0.22621274119834076,
0.22474519542867766,
0.22402244199648147,
0.22307112057053777,
0.22086914280733397,
0.22308203178733862
],
"MSE": [
0.15316459191991044,
0.026006345861816074,
0.01708139250711263,
0.013591091012446073,
0.01272510502578782,
0.013445289566874265,
0.01030836872536469,
0.009851630645905723,
0.008882804828517893,
0.008034462204065037,
0.00749187217535893,
0.00779432558325922,
0.007354049481688304,
0.006941686379252462,
0.00707852666791122,
0.006305588869372377,
0.006329495547426952,
0.006271556916612166,
0.006359848504265149,
0.005993013809858313,
0.006225094990664953,
0.005580329440405464,
0.005715059465845232,
0.005515189965612612,
0.005749676398023053,
0.0056774553344552375
],
"MAE": [],
"LPIPS_Vgg": [
0.7224528546089882,
0.36616775116046985,
0.3142182270924489,
0.2901423416576825,
0.28327280074149164,
0.26951322845510534,
0.2589173442250616,
0.2566922883371691,
0.2499824629292951,
0.2438362117882844,
0.24257743054324085,
0.2413841835610024,
0.23757271777402172,
0.23308435168948857,
0.23260136135108955,
0.22808913753794,
0.22463700795794153,
0.22462542756303056,
0.2246038022342029,
0.22067173566665496,
0.2199876462076758,
0.2191648659882722,
0.21830738253063625,
0.21755593060492515,
0.21511946640931093,
0.21740457645288339
],
"LPIPS_Alex": [],
"PSNR": [
9.097118259311557,
16.507820959921713,
18.434494170340688,
19.492415847243727,
19.774780918766666,
19.6139797911391,
20.770400508388025,
20.906061025472493,
21.35909166803828,
21.728300145199825,
22.08402831084258,
21.8583230838642,
22.121759735428178,
22.461510062575698,
22.33862015721318,
22.892009809568478,
22.904131731829487,
22.950780606007314,
22.848763003840936,
23.108647939321155,
23.055153507847447,
23.46611407473758,
23.336692748962342,
23.49077914641784,
23.388163096911914,
23.290660993711608
],
"SSIM": [
0.08864157636826103,
0.5677174676109005,
0.6511125845594091,
0.6875487426081458,
0.6849915465196451,
0.7105116896085195,
0.7277923986181483,
0.7364566208602669,
0.7404604357582432,
0.7459772615521042,
0.7527159099225644,
0.7635263021405156,
0.7587487415090814,
0.7671385023209665,
0.7620059183171323,
0.7746134180803079,
0.7789001869367765,
0.7816455237142317,
0.778035008573198,
0.7825107888297156,
0.7852550675203135,
0.7883578142723641,
0.7844276816637309,
0.7917062578735886,
0.7904114582397797,
0.7913541074271675
],
"ReconstructionError": [
0.3884070155558524,
32.703695594130814,
15.865150879572582,
13.305324217459342,
14.945607851456117,
13.426703258677646,
15.784207507654711,
16.548296901079507,
17.571163969235617,
19.119876525184893,
22.088928162872612,
23.96169675506271,
27.584148135867803,
30.317019138250267,
30.687116172101284,
33.68880046213473,
36.70870269072784,
41.7755902405377,
45.226954406207504,
52.62419953408303,
56.1297316107306,
65.41846947531562,
63.71366210647293,
71.92150107566061,
81.13660220078401,
87.62864919038148
],
"n_iter": 5,
"algorithm": "UnetRes_d4_unrolled_admm_UnetRes_d4",
"metric_for_best_model": null,
"best_epoch": 24,
"best_eval_score": 0.22086914280733397
}