{ "LOSS": [ -1, 0.573187446006282, 0.43377452250519555, 0.4063538787645461, 0.3914961507471446, 0.38149191786261183, 0.37385351848278575, 0.36697820781043344, 0.361485446065799, 0.3567354446919236, 0.35273611168785757, 0.34915058391665954, 0.34533426327133643, 0.34227165018810873, 0.3386726225447335, 0.335844478326686, 0.3332051932892641, 0.3301154417608644, 0.3276359296869913, 0.3247556084960832, 0.322672140598297, 0.3198640116037823, 0.31764684176552804, 0.31529366817139864, 0.3126065801225637, 0.3109401238908615, 0.3088076560529645, 0.3064016294856956, 0.30441665269131063, 0.30273430677560653, 0.30048596572552466 ], "MSE": [ 0.23015619002160478, 0.025778556418162388, 0.020581013496323932, 0.017561266649148016, 0.014993589692062041, 0.016589751260996353, 0.014759555111685004, 0.013143344156321932, 0.0138914550952308, 0.013595609742476315, 0.013493218306513106, 0.011569931637495756, 0.011688295713641116, 0.012234870275696282, 0.011494259155340126, 0.012227008645957122, 0.01219459250187654, 0.0114658480533017, 0.013282929363920063, 0.013152946588262672, 0.010238759893328562, 0.01044500076028778, 0.01104489092516606, 0.0105967963511338, 0.009752472286250015, 0.010703054718581623, 0.011172299517593423, 0.011260568095584874, 0.010443047246300295, 0.01187301241624795, 0.011078286366384537 ], "MAE": [ 0.37868987097114815, 0.12006092850179946, 0.10664653460510441, 0.09750466091466732, 0.089538806927253, 0.09519644402211806, 0.08896295347663223, 0.08361335639215883, 0.0870835074513662, 0.08504622050973236, 0.08541841597342101, 0.07798285947227088, 0.07889082542330515, 0.0798456385182064, 0.07661167400904366, 0.07986390178442979, 0.0802410644036336, 0.07893894881498618, 0.08348796669332707, 0.08400402541776172, 0.07287233857224222, 0.07393127029425785, 0.07552261155892591, 0.07368936536253476, 0.07085375457269247, 0.07466342669652133, 0.0769764315947646, 0.07666300518102333, 0.07349774508630155, 0.08010960217626369, 0.07581040037215733 ], "LPIPS_Vgg": [ 0.8379611751583756, 0.42486238394115794, 0.3901448903269455, 0.3795941825040051, 0.36818468546281097, 0.36227386518091453, 0.3581838742142818, 0.3531090863904015, 0.35087168265561586, 0.3471945922394268, 0.3427336440711725, 0.3421901607366859, 0.3405450107377084, 0.34818113741816065, 0.3417837106790699, 0.3424983000169035, 0.33399782732861943, 0.3392047387410383, 0.3374213369899109, 0.34306019630099904, 0.3365258857852123, 0.33668806526016015, 0.33183912627521106, 0.3306724490200887, 0.3350101176832543, 0.33561943813425593, 0.33574115448310726, 0.33184047788381577, 0.3309195682894988, 0.330640728844971, 0.33192009039101056 ], "LPIPS_Alex": [ 0.8387111742965511, 0.3829625032720019, 0.3383570913164342, 0.3215575118045338, 0.31562201800893563, 0.3109266264516799, 0.3076741448069205, 0.2909399823087161, 0.2953561463805496, 0.29615407791294035, 0.2888085570980291, 0.2885252786952941, 0.2838072757251927, 0.28489854333342096, 0.27708812393858784, 0.28139808474749817, 0.27889623706702327, 0.2753418113608829, 0.28243205623059975, 0.2778509264720268, 0.27285820783161724, 0.27038295225041814, 0.26723408338720683, 0.2694400986198519, 0.2734186919253381, 0.27853848870660436, 0.27321740203216427, 0.27088613624944063, 0.2678118872105098, 0.2678906566417608, 0.27069495752698086 ], "PSNR": [ 6.412472689738039, 15.921867835717123, 16.891311196030163, 17.58187639517862, 18.269219875335693, 17.829123403205248, 18.33698561152474, 18.84195589628376, 18.597346313664172, 18.69026247399752, 18.726379253825204, 19.39535584215258, 19.35073570345269, 19.153730572247113, 19.425190003191837, 19.156911068275328, 19.16555769717107, 19.436404814485645, 18.803303507507824, 18.835069664189074, 19.929366275912425, 19.835905606629417, 19.5977930944474, 19.777577415841524, 20.138425514346263, 19.736362496360403, 19.545315320374534, 19.51468016671353, 19.842872236595777, 19.282902850479378, 19.584996137462678 ], "SSIM": [ 0.09683382966112895, 0.5453535556548932, 0.5789083821363137, 0.5980980892161853, 0.6148767461542224, 0.6171142693425788, 0.6274744267346429, 0.6313793830207137, 0.6319051595007787, 0.6334759329186112, 0.6374652971986865, 0.6477619551244329, 0.6477469345096682, 0.6426163303558944, 0.6487221497981275, 0.6470732566763143, 0.649463237309065, 0.6484903705413224, 0.6478260906993366, 0.6432467095676015, 0.6572300913881083, 0.6543509442298139, 0.6496138487194405, 0.6575738152519601, 0.6600638864958872, 0.6572001937960015, 0.6540942473001168, 0.6556845837440647, 0.6576544718175638, 0.6537223941967135, 0.6577972369115861 ], "ReconstructionError": [ 193.26837377079198, 169.74815112254657, 167.83098245839602, 170.540159631948, 173.7118939259013, 175.4939764054095, 179.59921377213274, 179.68867411378955, 177.65777125124072, 181.35555992751824, 179.43415701193888, 179.4126136029353, 179.00733666341813, 181.47976578259076, 182.53380372094327, 180.88882602629116, 179.46964107575963, 181.63652907824908, 181.615529732626, 182.62572804435354, 181.53387795119988, 182.0724962578445, 181.83959129208424, 183.1923451658155, 183.02398706655032, 183.85667976004177, 182.6790419406578, 183.9451131977019, 183.77198666431866, 183.8258575064237, 183.7974992345591 ], "n_iter": 10, "algorithm": "unrolled_admm_UnetRes_d4", "metric_for_best_model": null, "best_epoch": 23, "best_eval_score": 0.3412692453712225 }