Datasets:
Shanmuk4622
/
ldwcnet-brain-mri-3

Dataset card Data Studio Files
xet
 Community
1
Search is not available for this dataset
train_loss
float64
0.67
1.38
val_loss
float64
0.45
1.28
train_acc
float64
0.28
0.79
val_acc
float64
0.42
0.92
train_f1
float64
0.28
0.79
val_f1
float64
0.39
0.93
val_f1_ema
float64
0
0.91
l_wc
float64
0
0
l_qmf
float64
0
0
l_norm
float64
0
0
lambda_wc
float64
0
0
lr
float64
0
0
1.369419
1.224887
0.281456
0.533101
0.278597
0.44636
0
0
0
0
0
0.000017
1.325745
1.102163
0.336043
0.571429
0.319313
0.530761
0
0
0
0
0
0.000031
1.312247
1.12928
0.352304
0.557491
0.34344
0.511462
0
0
0
0
0
0.000054
1.31122
1.178178
0.394115
0.522648
0.382596
0.484322
0
0
0
0
0
0.000084
1.298103
1.140166
0.380952
0.581882
0.367705
0.539097
0
0
0
0
0
0.000119
1.278735
1.098227
0.412311
0.560976
0.398513
0.535247
0.542025
0
0
0
0
0.000156
1.275295
1.123785
0.4247
0.560976
0.405688
0.512466
0.511614
0
0
0
0
0.000194
1.263482
1.141796
0.415408
0.56446
0.398971
0.563241
0.501351
0
0
0
0
0.000229
1.232875
1.021318
0.436314
0.651568
0.418625
0.633015
0.533288
0
0
0
0
0.000258
1.221593
1.004561
0.450639
0.61324
0.435858
0.578727
0.52463
0
0
0
0
0.000281
1.188871
0.94851
0.458382
0.644599
0.447019
0.645818
0.543973
0
0
0
0
0.000295
1.158635
1.114752
0.493225
0.571429
0.486026
0.502169
0.584663
0
0
0
0
0.0003
1.101267
0.913303
0.509485
0.623693
0.50222
0.611867
0.613935
0
0
0
0
0.0003
1.100735
0.946324
0.514131
0.634146
0.51109
0.629525
0.629872
0
0
0
0
0.0003
1.098668
0.954416
0.496322
0.578397
0.491414
0.531502
0.650794
0
0
0
0
0.000299
1.098625
0.945032
0.511421
0.58885
0.503563
0.600647
0.649566
0
0
0
0
0.000299
1.081995
0.928483
0.537747
0.651568
0.536022
0.648463
0.689859
0
0
0
0
0.000298
1.092597
0.930131
0.54278
0.634146
0.533029
0.627591
0.654169
0
0
0
0
0.000298
1.065852
0.937742
0.505614
0.620209
0.497166
0.609226
0.659948
0
0
0
0
0.000297
1.107522
0.825211
0.514131
0.682927
0.505223
0.650524
0.654728
0
0
0
0
0.000296
1.086261
0.905001
0.502129
0.662021
0.498701
0.655572
0.642831
0
0
0
0
0.000295
1.070075
0.88364
0.531165
0.644599
0.524228
0.624245
0.678329
0
0
0
0
0.000294
1.054868
0.775144
0.528068
0.735192
0.520387
0.740708
0.661833
0
0
0
0
0.000292
0.976385
0.897737
0.610918
0.602787
0.608441
0.601173
0.664187
0
0
0
0
0.000291
1.062445
0.885366
0.541618
0.623693
0.537007
0.622752
0.668592
0
0
0
0
0.000289
1.056813
0.881794
0.533101
0.665505
0.525907
0.655545
0.687281
0
0
0
0
0.000288
0.998994
0.856312
0.590012
0.66899
0.585672
0.616961
0.6965
0
0
0
0
0.000286
1.023481
0.93697
0.552458
0.578397
0.548349
0.55594
0.713346
0
0
0
0
0.000284
0.996424
0.801992
0.598916
0.69338
0.594019
0.685353
0.725505
0
0
0
0
0.000282
0.92148
0.708433
0.594657
0.735192
0.592288
0.734871
0.738483
0
0
0
0
0.00028
0.96565
0.827993
0.526907
0.682927
0.523701
0.68931
0.743312
0
0
0
0
0.000278
0.985798
0.801748
0.519551
0.724739
0.515457
0.722178
0.744214
0
0
0
0
0.000275
0.962232
0.675968
0.579172
0.815331
0.575011
0.803899
0.7441
0
0
0
0
0.000273
0.979675
0.717618
0.593496
0.735192
0.590886
0.702323
0.738137
0
0
0
0
0.00027
0.925785
0.741206
0.596206
0.763066
0.592101
0.754424
0.755535
0
0
0
0
0.000268
0.93259
0.868051
0.58614
0.641115
0.581477
0.609178
0.754443
0
0
0
0
0.000265
0.952584
0.68776
0.590786
0.787456
0.58839
0.782831
0.75857
0
0
0
0
0.000262
0.931241
0.666385
0.603562
0.811847
0.598191
0.812185
0.772341
0
0
0
0
0.000259
0.966048
0.745638
0.576074
0.703833
0.571228
0.663376
0.762099
0
0
0
0
0.000256
0.938282
0.653156
0.605885
0.818815
0.603385
0.81543
0.764979
0
0
0
0
0.000253
0.963531
0.709312
0.61053
0.710801
0.60631
0.705212
0.769522
0
0
0
0
0.00025
0.92317
0.653784
0.610918
0.759582
0.603988
0.743794
0.769522
0
0
0
0
0.000246
0.895841
0.837682
0.654665
0.675958
0.649027
0.641075
0.776475
0
0
0
0
0.000243
0.873376
0.628677
0.676732
0.804878
0.675067
0.804527
0.779309
0
0
0
0
0.000239
0.902894
0.788849
0.625629
0.707317
0.625149
0.668933
0.785628
0
0
0
0
0.000236
0.949542
0.636095
0.59698
0.818815
0.595858
0.815015
0.792169
0
0
0
0
0.000232
0.867831
0.600933
0.648471
0.790941
0.647438
0.781581
0.795891
0
0
0
0
0.000229
0.882614
0.697113
0.655827
0.714286
0.6551
0.670789
0.807072
0
0
0
0
0.000225
0.869561
0.660865
0.656601
0.752613
0.65643
0.733431
0.806473
0
0
0
0
0.000221
0.909759
0.616307
0.624081
0.815331
0.621512
0.818099
0.809425
0
0
0
0
0.000217
0.896993
0.587371
0.608982
0.832753
0.605341
0.835585
0.812952
0
0
0
0
0.000213
0.901995
0.636492
0.593109
0.815331
0.591657
0.820026
0.812952
0
0
0
0
0.000209
0.851523
0.584707
0.660085
0.850174
0.661291
0.846517
0.817046
0
0
0
0
0.000205
0.831898
0.582252
0.650019
0.829268
0.651049
0.829044
0.833513
0
0
0
0
0.000201
0.844903
0.604238
0.669377
0.850174
0.666078
0.848913
0.834028
0
0
0
0
0.000197
0.868081
0.56952
0.641889
0.850174
0.638852
0.847881
0.830725
0
0
0
0
0.000193
0.824736
0.588072
0.605885
0.84669
0.60445
0.840499
0.836974
0
0
0
0
0.000189
0.851408
0.593845
0.638018
0.818815
0.63765
0.818912
0.856746
0
0
0
0
0.000184
0.812072
0.568977
0.674797
0.815331
0.675635
0.818076
0.850043
0
0
0
0
0.00018
0.832183
0.642457
0.682927
0.801394
0.682751
0.795711
0.850058
0
0
0
0
0.000176
0.809664
0.552775
0.708866
0.874564
0.712143
0.879016
0.84364
0
0
0
0
0.000172
0.897978
0.580679
0.633372
0.853659
0.631642
0.852105
0.849835
0
0
0
0
0.000167
0.838776
0.520956
0.632211
0.87108
0.631257
0.86784
0.846615
0
0
0
0
0.000163
0.792429
0.517123
0.67712
0.881533
0.674284
0.879803
0.853227
0
0
0
0
0.000159
0.753637
0.53611
0.742547
0.874564
0.742932
0.879409
0.853227
0
0
0
0
0.000154
0.760846
0.512846
0.701123
0.89547
0.699592
0.900242
0.859394
0
0
0
0
0.00015
0.731071
0.482428
0.759195
0.89547
0.757094
0.897991
0.86555
0
0
0
0
0.000146
0.776055
0.49031
0.707704
0.909408
0.709941
0.912906
0.873661
0
0
0
0
0.000141
0.825606
0.513664
0.687185
0.891986
0.686186
0.900945
0.873661
0
0
0
0
0.000137
0.822722
0.548801
0.663182
0.860627
0.659932
0.863464
0.872237
0
0
0
0
0.000132
0.745179
0.501759
0.740612
0.885017
0.740514
0.884742
0.876976
0
0
0
0
0.000128
0.843273
0.540382
0.657375
0.878049
0.654187
0.8814
0.883089
0
0
0
0
0.000124
0.766794
0.520995
0.701897
0.860627
0.70143
0.858487
0.88642
0
0
0
0
0.00012
0.731794
0.498982
0.740999
0.878049
0.742952
0.884944
0.889618
0
0
0
0
0.000115
0.870537
0.504609
0.620596
0.881533
0.614363
0.883481
0.89273
0
0
0
0
0.000111
0.667405
0.521228
0.761905
0.881533
0.763216
0.886955
0.900325
0
0
0
0
0.000107
0.73693
0.504471
0.742547
0.898955
0.744487
0.901696
0.8956
0
0
0
0
0.000103
0.740481
0.47546
0.749903
0.898955
0.753347
0.905207
0.903457
0
0
0
0
0.000099
0.851435
0.520236
0.684475
0.902439
0.682984
0.904828
0.897347
0
0
0
0
0.000095
0.790228
0.48051
0.702671
0.905923
0.70169
0.911468
0.894359
0
0
0
0
0.00009
0.795954
0.481915
0.656214
0.89547
0.654598
0.900901
0.897447
0
0
0
0
0.000087
0.712119
0.479528
0.707704
0.902439
0.705659
0.910359
0.903693
0
0
0
0
0.000083
0.750846
0.473572
0.737515
0.902439
0.738925
0.900661
0.90666
0
0
0
0
0.000079
0.834031
0.488369
0.656601
0.888502
0.657708
0.893144
0.902151
0
0
0
0
0.000075
0.730373
0.501906
0.708091
0.87108
0.704517
0.876064
0.900737
0
0
0
0
0.000071
0.787956
0.494585
0.70964
0.888502
0.707158
0.896356
0.903813
0
0
0
0
0.000067
0.719806
0.483422
0.715447
0.891986
0.713361
0.896237
0.903813
0
0
0
0
0.000064
0.747195
0.474856
0.71235
0.909408
0.712213
0.912816
0.903813
0
0
0
0
0.00006
0.732368
0.483508
0.663182
0.89547
0.659091
0.900776
0.906821
0
0
0
0
0.000057
0.773933
0.465515
0.71235
0.891986
0.711101
0.898068
0.903741
0
0
0
0
0.000054
0.794809
0.465056
0.747193
0.902439
0.746119
0.903939
0.908328
0
0
0
0
0.00005
0.739969
0.472834
0.732094
0.916376
0.735885
0.922399
0.90541
0
0
0
0
0.000047
0.775411
0.459551
0.708479
0.905923
0.710725
0.911458
0.90541
0
0
0
0
0.000044
0.738077
0.467903
0.688734
0.898955
0.689165
0.907174
0.908328
0
0
0
0
0.000041
0.818381
0.473926
0.654665
0.905923
0.651466
0.913312
0.90541
0
0
0
0
0.000038
0.79306
0.47365
0.684088
0.902439
0.680937
0.911772
0.90541
0
0
0
0
0.000035
0.751356
0.466841
0.719706
0.909408
0.721826
0.916198
0.90541
0
0
0
0
0.000032
0.754049
0.459464
0.694928
0.905923
0.69454
0.911541
0.90541
0
0
0
0
0.00003
0.698054
0.46384
0.777003
0.919861
0.780129
0.925203
0.908328
0
0
0
0
0.000027
0.815541
0.468295
0.680604
0.909408
0.681949
0.91637
0.90541
0
0
0
0
0.000025