{ "LOSS": [ -1, 0.2904620627711222, 0.22702715347210572, 0.20910989487667875, 0.19793190091351665, 0.19041558116177718, 0.1843203121076023, 0.17984511188914334, 0.1747767227689429, 0.17105758504569524, 0.16789209530999252, 0.16390000306318184, 0.1614447848250468, 0.15819583714753419, 0.15576349579791215, 0.15290123852839085, 0.15053067220995822, 0.1479654023870823, 0.14615798941502997, 0.14384513116627923, 0.14138763200740037, 0.13947315612186997, 0.13772385247051708, 0.13618720066547416, 0.13420913152893368, 0.13257588320473815 ], "LOSS_TEST": [ 0.7122386718541384, 0.25616559890098867, 0.22045374520821498, 0.20226813803659754, 0.20004395346855744, 0.2002770006400533, 0.19773065970744938, 0.1921139817289077, 0.19093214967404493, 0.18864378368365578, 0.18638234318466856, 0.18510060949600302, 0.18314215918304397, 0.18294088363531047, 0.18008692332776263, 0.1824416391388513, 0.18201389895402825, 0.17974508447456175, 0.18188104424276388, 0.17888290699571371, 0.18118437442579308, 0.17858581123757175, 0.1807673674693797, 0.1833950234029908, 0.17768361592665313 ], "MSE": [ 0.13666503198444843, 0.010344344945624471, 0.005145480267237872, 0.0039504816685803235, 0.003990786036010832, 0.0042831001919694245, 0.00409238354768604, 0.0038885788968764244, 0.0035916993871796875, 0.0033320452820044012, 0.003324389171320945, 0.003153113111620769, 0.0032306185853667557, 0.0032935960579197855, 0.0031174372998066247, 0.0031854085461236535, 0.0032642533036414535, 0.003131820986745879, 0.0030491415003780276, 0.0030843637511134146, 0.003101654831552878, 0.0032285626034718007, 0.003000588553259149, 0.003067803439917043, 0.003036263082176447, 0.0029985348193440585 ], "MAE": [ 0.22102899491786956, 0.0606456957384944, 0.04204888427630067, 0.03599428121000528, 0.03668503822758794, 0.03817405194044113, 0.03684940364211798, 0.03605561738833785, 0.035094968546181916, 0.03315059231594205, 0.03337324924767018, 0.03216561228036881, 0.03272947691380978, 0.03295297915115952, 0.03182576166465879, 0.03218148430809378, 0.03276462519541383, 0.03197158988565207, 0.03160699211061001, 0.03174515316262841, 0.0323286204226315, 0.0326522215642035, 0.03134238531813025, 0.031791045255959036, 0.031292502637952566, 0.031325569432228806 ], "LPIPS_Vgg": [ 0.5755736398696899, 0.24582125395536422, 0.2153082649409771, 0.1983176563680172, 0.1960531674325466, 0.19599390044808387, 0.19363827615976334, 0.18822540283203126, 0.18734045028686525, 0.18531173840165138, 0.18305795401334762, 0.18194749638438223, 0.17991154059767722, 0.17964728757739068, 0.176969486027956, 0.17925623059272766, 0.1787496456503868, 0.17661326348781586, 0.17883190274238586, 0.17579854324460029, 0.17808271959424019, 0.17535724863409996, 0.17776677891612053, 0.18032721996307374, 0.1746473528444767, 0.17695050552487374 ], "LPIPS_Alex": [ 0.543559196293354, 0.189056978225708, 0.14252271719276904, 0.12410450823605061, 0.1171067188680172, 0.11575740061700344, 0.12202975034713745, 0.11546769559383392, 0.10303237251937389, 0.10123716861009598, 0.10064447425305843, 0.1021320304274559, 0.10062085129320622, 0.09898947082459926, 0.10142605938017368, 0.09860097624361515, 0.10371465742588043, 0.09734301239252091, 0.09909691967070103, 0.10004736825823785, 0.09654236003756524, 0.09877089068293571, 0.09457112178206444, 0.09687645725905895, 0.09595264606177807, 0.0930198709666729 ], "PSNR": [ 8.74937551021576, 19.939402408599854, 22.985370502471923, 24.13875463485718, 24.081052646636962, 23.776674900054932, 23.983199005126952, 24.189998207092284, 24.552509059906004, 24.87554485321045, 24.889332046508787, 25.118235664367674, 25.004834995269775, 24.927384777069094, 25.166181640625, 25.065324268341065, 24.957329540252687, 25.144738235473632, 25.273034000396727, 25.202464923858642, 25.187352199554443, 25.00268989562988, 25.33769952774048, 25.238393020629882, 25.28297519683838, 25.340473079681395 ], "SSIM": [ 0.2533037443459034, 0.7073441606760025, 0.7967582511901855, 0.8243284672498703, 0.8254066574573516, 0.8259247654676437, 0.8307303994894027, 0.8379514753818512, 0.8376998621225357, 0.8417959421873092, 0.8429395037889481, 0.8463619381189347, 0.8464679116010666, 0.8463981705904007, 0.8491350489854813, 0.8465408766269684, 0.847718660235405, 0.8483422720432281, 0.8486094522476196, 0.8519145011901855, 0.8494201874732972, 0.8511925911903382, 0.8485481029748917, 0.8487890857458115, 0.852072394490242, 0.8516828465461731 ], "ReconstructionError": [ 30.843561706542967, 39.53229068756104, 41.109977645874025, 39.47583535194397, 39.0723627948761, 38.73791766166687, 40.86325629234314, 43.09621934890747, 40.913657131195066, 40.66791760444641, 41.66260498046875, 41.14400005340576, 41.844298725128176, 43.084584369659424, 40.65788519859314, 42.210078735351566, 43.678738822937014, 42.429266633987424, 42.276074657440184, 43.44919179916382, 42.42494161605835, 46.53905281066895, 46.804638385772705, 45.45742338180542, 46.89881883621216, 46.41274198532105 ], "n_iter": 20, "algorithm": "UnetRes_d2_unrolled_admm_UnetRes_d2", "metric_for_best_model": null, "best_epoch": 24, "best_eval_score": 0.17768361592665313 }