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Models:
Tobias Harvey
tobiasharvey/
DeepLearning-HeartSegment
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[fbb861]: / scores / UNETpp_.csv

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# epoch train_loss train_dice train_jaccard dice_score jaccard_score
1 0 0.9167135023283508 0.2844877 0.2084216779477324 tensor(0.3652) 0.2796825300248417
2 1 0.34972075977415407 0.43621188 0.34408482219928227 tensor(0.4524) 0.36914921563477976
3 2 0.26990638560843916 0.49990132 0.41633240226188284 tensor(0.6273) 0.5753773957463807
4 3 0.2193111667655549 0.52406883 0.4456225428456448 tensor(0.4747) 0.4075303428000837
5 4 0.18327835673150025 0.54368156 0.4703647366948884 tensor(0.7537) 0.7155063837690941
6 5 0.16466562288268558 0.56910324 0.4958851389738965 tensor(0.7575) 0.7218758102268552
7 6 0.16079851992006572 0.6061525 0.534126267448542 tensor(0.7543) 0.7164389043087946
8 7 0.1380063270763406 0.60337585 0.5357768839331728 tensor(0.7584) 0.7232276905578615
9 8 0.21227545178723786 0.5942492 0.5264081865828911 tensor(0.8099) 0.7512895863010332
10 9 0.1515512893081836 0.58029807 0.508895713063177 tensor(0.6518) 0.6122900305910363
11 10 0.13300302582529355 0.60290426 0.535521563028274 tensor(0.7551) 0.7177595366345948
12 11 0.12578121650050272 0.6054039 0.5385002378162078 tensor(0.7601) 0.7262623856007281
13 12 0.12653006669485345 0.64282316 0.5774640982959549 tensor(0.7563) 0.7197401239827668
14 13 0.12980104673583553 0.65253735 0.5870685366356914 tensor(0.7360) 0.6867138191090467
15 14 0.11176267449023589 0.6236985 0.559748337048498 tensor(0.7252) 0.6711321356653289
16 15 0.10256151833905364 0.6289238 0.5656164036764291 tensor(0.6610) 0.6277211259009405
17 16 0.11701315760893642 0.6664011 0.6004973787121108 tensor(0.6551) 0.618002379823442
18 17 0.1000013615373733 0.63252944 0.5732689224481378 tensor(0.7608) 0.7274614664502479
19 18 0.10658683452122616 0.5980779 0.5352634428663068 tensor(0.7601) 0.7263531151008256
20 19 0.09512660128749767 0.635585 0.5771474523796553 tensor(0.7601) 0.7263399672374365
21 20 0.10314014160408164 0.6588616 0.5996599057269626 tensor(0.8601) 0.8262584500719953
22 21 0.08520820174577101 0.67954844 0.6223308045501927 tensor(0.8617) 0.8289333568989411
23 22 0.07904721097142067 0.67514646 0.6204582470255288 tensor(0.7598) 0.7257275332506576
24 23 0.07921057651346584 0.6560738 0.6014326490817604 tensor(0.7608) 0.7275453133914404
25 24 0.08282383995236091 0.6628331 0.6078914029917906 tensor(0.7608) 0.7274664752657659
26 25 0.0802884708457398 0.7018306 0.6463661181954226 tensor(0.7608) 0.7274540343279721
27 26 0.07706112077213684 0.67650455 0.6229844103752327 tensor(0.7621) 0.7297293542127555
28 27 0.07532146298941576 0.6965682 0.6436765836603673 tensor(0.7591) 0.7245879116780025
29 28 0.07826971065885616 0.7130217 0.6589986889593706 tensor(0.7593) 0.7247772421539492
30 29 0.08529081824674921 0.6503233 0.5929195365361961 tensor(0.7546) 0.7168531954854719
31 30 0.11078650908509516 0.58418465 0.5206285830014109 tensor(0.7621) 0.7296982871772564
32 31 0.07734408697007962 0.70364696 0.6494283181061231 tensor(0.6594) 0.6250376525159457
33 32 0.10187400241364848 0.66517067 0.6019055367068916 tensor(0.7513) 0.7119994108594415
34 33 0.09428345341727419 0.61497724 0.5548171185676353 tensor(0.7592) 0.7246473524354371
35 34 0.07423994662064426 0.66851175 0.6153677369268254 tensor(0.7634) 0.7318997025512454
36 35 0.07074580900371075 0.6807085 0.6289751093785472 tensor(0.7628) 0.7308353670094897
37 36 0.07220663738278847 0.68882865 0.6367995540770318 tensor(0.7626) 0.7305840067671745
38 37 0.07087079432072504 0.6523771 0.6011290753106524 tensor(0.7628) 0.7309920533809311
39 38 0.08033226426901682 0.68228865 0.6276763891422045 tensor(0.7607) 0.727437890620451
40 39 0.08076700543598184 0.6373075 0.5857857666305184 tensor(0.7615) 0.7288628667385763
41 40 0.0679038237991198 0.6358683 0.5861206728134645 tensor(0.7599) 0.7260258600953287
42 41 0.06816720505649189 0.673388 0.6238403156345508 tensor(0.7608) 0.7275382301031814
43 42 0.07492846798784328 0.6687024 0.617971478830769 tensor(0.7608) 0.7275571341058227
44 43 0.06785210323924164 0.73952127 0.6896797086726986 tensor(0.7619) 0.7294055569220695
45 44 0.07603353462269846 0.7331903 0.6809810297398774 tensor(0.6608) 0.6274442816436816
46 45 0.09494334989982955 0.67245996 0.6158225521816284 tensor(0.7604) 0.7267392951367946
47 46 0.09169640089824514 0.6269946 0.5699780851509252 tensor(0.7630) 0.7312159051275269
48 47 0.08125295584915944 0.7103953 0.6566855226411697 tensor(0.7608) 0.7273775424511053
49 48 0.06670529655409309 0.6273196 0.5779454137268583 tensor(0.7605) 0.7269788833707141
50 49 0.06600134095774507 0.6747423 0.625369254736738 tensor(0.7604) 0.7267583826679782
51 50 0.1743502202531639 0.7133904 0.6648915600982921 tensor(0.8604) 0.8268516779542899
52 51 0.06622901787313651 0.70468587 0.6571928794695183 tensor(0.7595) 0.7251619352728024
53 52 0.14992802200030605 0.72471505 0.6772227209188626 tensor(0.7593) 0.7248761800728347
54 53 0.06539751828279135 0.7153198 0.667658439046721 tensor(0.7618) 0.7291717991977642
55 54 0.06390465166911764 0.68727183 0.6399287862095018 tensor(0.7612) 0.7282375084994583
56 55 0.06361964404723554 0.687183 0.6400006570865424 tensor(0.7605) 0.7269828159687158
57 56 0.059776664658818604 0.7565369 0.7115092937898182 tensor(0.7598) 0.7257843620301944
58 57 0.14636662876549758 0.6979216 0.6517369927146447 tensor(0.7584) 0.7233461598379864
59 58 0.06763555035697964 0.67540854 0.6271291498223361 tensor(0.7599) 0.7259262081811728
60 59 0.0709375345130574 0.74800646 0.6989990726825509 tensor(0.7568) 0.7205849839303229
61 60 0.09073216545413125 0.6842776 0.6271015064359151 tensor(0.7595) 0.7252334421826998
62 61 0.07295175420366368 0.7548836 0.7040057060109964 tensor(0.8610) 0.8278244917359536
63 62 0.08170889890840594 0.76999056 0.7206582796099856 tensor(0.5549) 0.5177601637594262
64 63 0.0786481474016635 0.6755002 0.6236509374354071 tensor(0.8590) 0.8243556518096596
65 64 0.06629024537385635 0.6843069 0.6353664494837867 tensor(0.8599) 0.8259455586963078
66 65 0.05819950783449524 0.7196539 0.6752061602948108 tensor(0.7615) 0.7286373279602818
67 66 0.06054923704491472 0.726936 0.680948342491502 tensor(0.8578) 0.8223574487778087
68 67 0.08725218288600445 0.6324678 0.5793451817562949 tensor(0.8630) 0.8311830125560565
69 68 0.0700539731473293 0.65228826 0.6006327270094879 tensor(0.8624) 0.8302450189721359
70 69 0.06444178064757923 0.6573246 0.6093571928629283 tensor(0.7572) 0.7211648557869107
71 70 0.06759375702800616 0.6451933 0.5954752306080824 tensor(0.7615) 0.7287473648049648
72 71 0.06546763559135627 0.7223124 0.6734124680716553 tensor(0.8616) 0.8287640097693533
73 72 0.059874985999656176 0.6895012 0.6437326214376257 tensor(0.8585) 0.8234605056391443
74 73 0.058621792298442915 0.7659194 0.7206029987501292 tensor(0.8610) 0.827871380480689
75 74 0.0576801108512676 0.7764157 0.7321442247317406 tensor(0.8603) 0.826586045056653
76 75 0.05319526415529116 0.78039116 0.7387039537712734 tensor(0.7618) 0.7292679815959289
77 76 0.05903907759853129 0.6996138 0.6543711219370593 tensor(0.7591) 0.7246398809533128
78 77 0.057697019662778334 0.7102225 0.6657600118059086 tensor(0.8586) 0.8236911358821825
79 78 0.05912249848105997 0.70905095 0.664021746727121 tensor(0.8601) 0.826256205000439
80 79 0.05556708730686948 0.740451 0.6973210966367461 tensor(0.8606) 0.827227264091784
81 80 0.05618115496944706 0.71161574 0.6681177715561624 tensor(0.7620) 0.7295463631118968
82 81 0.057982854193673945 0.72868407 0.6839222574686821 tensor(0.7621) 0.7296650286776638
83 82 0.05528822372544487 0.72173786 0.6786323472626195 tensor(0.7573) 0.7214994322364361
84 83 0.057553225003604616 0.7669307 0.7226706710272687 tensor(0.8594) 0.8250463755654943
85 84 0.05514836128590242 0.7501631 0.707062653749651 tensor(0.7618) 0.7291300520834814
86 85 0.05521607873434166 0.72180486 0.6788059440107392 tensor(0.8578) 0.8223766761916431
87 86 0.05592666155184215 0.7872021 0.7438364276460615 tensor(0.7606) 0.7270415605559574
88 87 0.056326561449271326 0.73021066 0.6866805424637192 tensor(0.7611) 0.7279860299000442
89 88 0.05820044087913801 0.6814458 0.6367519508363745 tensor(0.7593) 0.7248242574801907
90 89 0.0595692856202148 0.68030614 0.6352050936113086 tensor(0.8564) 0.8198663650101821
91 90 0.05703352303859198 0.70121217 0.6570098384790894 tensor(0.7566) 0.7203383049554632
92 91 0.05274567953398768 0.6956014 0.653999865674959 tensor(0.7606) 0.7272204769399904
93 92 0.05555150070983284 0.6648212 0.6218707726449078 tensor(0.7620) 0.7296008766432596
94 93 0.05369449378746861 0.6853822 0.6433667855030857 tensor(0.7583) 0.7232242061182536
95 94 0.07615590306385508 0.6875568 0.6385330136294485 tensor(0.7589) 0.7242612819958524
96 95 0.05670966236096508 0.69223404 0.6488321592257073 tensor(0.7558) 0.7190344340453453
97 96 0.05383957455040149 0.7323103 0.6900123311104062 tensor(0.7575) 0.7219824348185406
98 97 0.0540780033916235 0.7037214 0.6610851793406829 tensor(0.7589) 0.7243477523971418
99 98 0.06559708589723087 0.7033702 0.6555814819840052 tensor(0.7456) 0.7024822917676907
100 99 0.05488586724507359 0.73130095 0.6882550001467793 tensor(0.7568) 0.7206198052532518