{ "LOSS": [ 1, 0.48878798563555753, 0.3643008540820223, 0.3395183362383629, 0.3232957250176519, 0.31140302979568435, 0.3028789611234926, 0.2965210252865411, 0.29124890148100324, 0.2866853000972063, 0.2828487040311496, 0.2795618656749642, 0.27629247227405596, 0.2734775769063253, 0.27096088547242747, 0.2685547446907917, 0.26624881224125213, 0.2644316919788511, 0.2625052805373038, 0.26052219921647135, 0.2588567895452356, 0.2570547045544824, 0.2555194438097166, 0.2541234564079951, 0.2527223272857609, 0.2512848522841128 ], "LOSS_TEST": [ 1.0372340285778046, 0.387544521767264, 0.3493708669671263, 0.33439492184143416, 0.31581160428050237, 0.30960775445191524, 0.30634260604062524, 0.29534275839105245, 0.29263251889903, 0.290078366129683, 0.29546223904125585, 0.28953902993733305, 0.2822441707615956, 0.2798494558626165, 0.2780562416597819, 0.28159619416444537, 0.2763532729382412, 0.27748137165625125, 0.27614135230127246, 0.27332774642186286, 0.2709289894274508, 0.27244303936496955, 0.2706620869250634, 0.2705169593779227, 0.2725807194098926, 0.2690242189832796 ], "MSE": [ 0.2437423196511391, 0.016368048498168204, 0.012770813137101822, 0.010740419211200414, 0.009192887594302495, 0.008785437340728747, 0.00806303796143486, 0.007262277635148703, 0.007303444864705969, 0.006991035776117292, 0.007105473226939257, 0.007564507741003464, 0.007005674879854688, 0.0061939165394944255, 0.006557874438854364, 0.006545265694029438, 0.006010155377145379, 0.0065688437863420214, 0.005976681754422876, 0.006110092615469908, 0.005803081080174217, 0.006404736738604231, 0.0058521151065062255, 0.005694542017836983, 0.005935472742152901, 0.006394832597997708 ], "MAE": [], "LPIPS_Vgg": [ 0.7934917089266654, 0.3711764732690958, 0.3366000538300245, 0.32365450263023376, 0.3066187166861999, 0.3008223171111865, 0.29827956807919037, 0.28808048075590376, 0.28532907403432406, 0.2830873303535657, 0.2883567658143166, 0.28197452219632957, 0.2752384958817409, 0.2736555393231221, 0.2714983672209275, 0.27505092847041596, 0.2703431175610958, 0.2709125278699092, 0.27016467054684956, 0.26721765380639295, 0.26512590834727656, 0.2660383026263653, 0.26480997181855714, 0.2648224173600857, 0.2666452466677397, 0.2626293863852819 ], "LPIPS_Alex": [], "PSNR": [ 6.688429395266068, 18.30370322227478, 19.38879017658723, 20.094268472867135, 20.777480598107363, 20.955465640043602, 21.28112300677177, 21.786146208689765, 21.734669217818823, 21.953124835430046, 21.850301078405135, 21.547221808311267, 21.917710143113748, 22.47149618857946, 22.216069898605348, 22.21031816360278, 22.617647127738365, 22.207634784991924, 22.60093786997673, 22.499126071929933, 22.75219720057952, 22.29026179069128, 22.91507168965462, 22.83520247606131, 22.647446304712542, 22.301477913245176 ], "SSIM": [ 0.0455892821160169, 0.6068279293561593, 0.6211941224909746, 0.6384475343693525, 0.6612690840623318, 0.6684811534407812, 0.6755745764000294, 0.6842349034318557, 0.6869439841080934, 0.6869042719556735, 0.6896703804838352, 0.6897835799134695, 0.6942285243899394, 0.6975182041449425, 0.6939037171388284, 0.6965270297573163, 0.6986859924059647, 0.6952757984094131, 0.7038142817066266, 0.6981922733936554, 0.7041745018347716, 0.6999973790232952, 0.7053208960401707, 0.7070907277174485, 0.7065063371872291, 0.7035492132489498 ], "ReconstructionError": [ 0.3197831148864367, 10.625282681599641, 12.524457829487629, 17.117779241769743, 20.692048205106687, 23.375846511645197, 24.991369056579394, 29.189556140288328, 32.54350392671732, 37.2957004737854, 38.70606214205424, 44.12188073794047, 43.4481821898925, 54.271269064927715, 59.23877495961312, 68.17055252393087, 77.74998456074641, 79.70967718124389, 83.34028933109381, 96.46010082685031, 107.90627308429816, 110.46546333802053, 131.6170825796861, 148.2352411588033, 160.7722953943106, 156.60593702854254 ], "n_iter": 5, "algorithm": "UnetRes_d4_unrolled_admm_UnetRes_d4", "metric_for_best_model": null, "best_epoch": 25, "best_eval_score": 0.2690242189832796 }