Datasets:
Shanmuk4622
/
ldwcnet-brain-mri-2

Dataset card Data Studio Files
xet
 Community
Search is not available for this dataset
train_loss
float64
0.68
1.38
val_loss
float64
0.45
1.31
train_acc
float64
0.27
0.77
val_acc
float64
0.36
0.92
train_f1
float64
0.26
0.78
val_f1
float64
0.25
0.92
val_f1_ema
float64
0
0.15
l_wc
float64
0
0
l_qmf
float64
0
0
l_norm
float64
0
0
lambda_wc
float64
0
0.01
lr
float64
0
0
1.107607
0.885113
0.478126
0.651568
0.4736
0.63478
0.059816
0
0
0
0
0.000295
1.104184
0.912745
0.490902
0.644599
0.483184
0.650405
0.059816
0
0
0
0
0.000294
1.066579
0.870403
0.513357
0.66899
0.50957
0.673382
0.059816
0
0
0
0
0.000292
1.103662
0.856646
0.53194
0.637631
0.526718
0.593081
0.059816
0
0
0
0
0.000291
1.048774
0.849615
0.524584
0.682927
0.51777
0.680994
0.059816
0
0
0
0
0.000289
1.077451
0.824174
0.524584
0.66899
0.51748
0.626992
0.059816
0
0
0
0
0.000288
1.049748
0.818994
0.545103
0.665505
0.541984
0.629986
0.059816
0
0
0
0
0.000286
1.071752
0.859919
0.490515
0.724739
0.482827
0.72762
0.059816
0
0
0
0
0.000284
0.997847
0.815652
0.602787
0.682927
0.602522
0.669852
0.059816
0
0
0
0
0.000282
1.116682
0.851942
0.524197
0.679443
0.515801
0.655169
0.059816
0
0
0
0
0.00028
1.025397
0.751339
0.552846
0.74216
0.548396
0.733305
0.059816
0
0
0
0
0.000278
1.088309
0.79401
0.510259
0.714286
0.501454
0.699173
0.059816
0
0
0
0
0.000275
1.046628
0.967339
0.534262
0.599303
0.530496
0.594406
0.059816
0
0
0
0
0.000273
0.998929
0.765779
0.598916
0.679443
0.59495
0.642501
0.059816
0
0
0
0
0.00027
0.989555
0.768169
0.604723
0.696864
0.603403
0.663042
0.059816
0
0
0
0
0.000268
0.987428
0.80118
0.56446
0.707317
0.558182
0.698498
0.059816
0
0
0
0
0.000265
1.034973
0.771616
0.521487
0.682927
0.517797
0.635269
0.059816
0
0
0
0
0.000262
1.020795
0.878276
0.587689
0.641115
0.583304
0.62394
0.059816
0
0
0
0
0.000259
0.981203
0.707928
0.570654
0.749129
0.566755
0.733999
0.059816
0
0
0
0
0.000256
0.995433
0.817855
0.570654
0.724739
0.56227
0.723799
0.059816
0
0
0
0
0.000253
1.003155
0.715086
0.590399
0.773519
0.587513
0.762758
0.059816
0
0
0
0
0.00025
0.994098
0.768113
0.572203
0.745645
0.570558
0.747809
0.059816
0
0
0
0
0.000246
1.003122
0.768127
0.563686
0.721254
0.559332
0.706842
0.059816
0
0
0
0
0.000243
0.979969
0.739231
0.582656
0.735192
0.581624
0.717916
0.059816
0
0
0
0
0.000239
0.931388
0.885628
0.617499
0.651568
0.618183
0.652753
0.059816
0
0
0
0
0.000236
0.918279
0.686383
0.617499
0.815331
0.616374
0.812457
0.059816
0
0
0
0
0.000232
0.946816
0.699684
0.600465
0.724739
0.600978
0.703604
0.059816
0
0
0
0
0.000229
0.990672
0.749105
0.593496
0.745645
0.590224
0.741329
0.059816
0
0
0
0
0.000225
0.966169
0.741494
0.567557
0.783972
0.563918
0.783355
0.059816
0
0
0
0
0.000221
0.919868
0.659571
0.543554
0.783972
0.537252
0.777213
0.059816
0
0
0
0
0.000217
0.976862
0.653053
0.579172
0.808362
0.575417
0.799175
0.059816
0
0
0
0
0.000213
0.988
0.705268
0.548974
0.766551
0.544941
0.764354
0.059816
0
0
0
0
0.000209
0.955623
0.706885
0.595819
0.752613
0.591061
0.748973
0.059816
0
0
0
0
0.000205
0.872849
0.637461
0.646148
0.790941
0.642229
0.784055
0.059816
0
0
0
0
0.000201
0.871571
0.692082
0.654278
0.773519
0.652711
0.76507
0.059816
0
0
0
0
0.000197
0.907907
0.704802
0.648471
0.808362
0.647287
0.80513
0.059816
0
0
0
0
0.000193
0.891192
0.649888
0.644212
0.808362
0.642942
0.801986
0.059816
0
0
0
0
0.000189
0.933167
0.629912
0.605497
0.815331
0.603668
0.81316
0.059816
0
0
0
0
0.000184
0.892286
0.677241
0.615176
0.780488
0.617301
0.768762
0.059816
0
0
0
0
0.00018
0.922234
0.599316
0.597755
0.84669
0.596906
0.849606
0.059816
0
0
0
0
0.000176
0.949222
0.598093
0.612079
0.839721
0.610727
0.83682
0.059816
0
0
0
0
0.000172
0.864455
0.611456
0.644986
0.818815
0.642343
0.817072
0.059816
0
0
0
0
0.000167
0.978583
0.718717
0.560201
0.721254
0.55854
0.702387
0.059816
0
0
0
0
0.000163
0.876521
0.605106
0.631436
0.832753
0.629355
0.825436
0.059816
0
0
0
0
0.000159
0.896492
0.628019
0.653891
0.804878
0.654946
0.803876
0.059816
0
0
0
0
0.000154
0.832831
0.671922
0.668602
0.770035
0.671843
0.773254
0.059816
0
0
0
0
0.00015
0.906506
0.610993
0.599303
0.8223
0.59515
0.819666
0.059816
0
0
0
0
0.000146
0.890969
0.611697
0.587689
0.829268
0.585109
0.826152
0.059816
0
0
0
0
0.000141
0.85246
0.594884
0.637631
0.832753
0.635379
0.830513
0.059816
0
0
0
0
0.000137
0.869576
0.626625
0.673248
0.815331
0.673148
0.81621
0.059816
0
0
0
0
0.000132
0.86515
0.561
0.662795
0.874564
0.662652
0.875195
0.059816
0
0
0
0
0.000128
0.885645
0.568708
0.651568
0.839721
0.656525
0.8376
0.059816
0
0
0
0
0.000124
0.846854
0.596837
0.665118
0.794425
0.666485
0.794515
0.059816
0
0
0
0
0.00012
0.861783
0.637351
0.669377
0.808362
0.667696
0.804615
0.059816
0
0
0
0
0.000115
0.888531
0.572604
0.622532
0.8223
0.621432
0.824974
0.059816
0
0
0
0
0.000111
0.837845
0.550382
0.677894
0.843206
0.678708
0.843442
0.059816
0
0
0
0
0.000107
0.85322
0.564303
0.656601
0.8223
0.655209
0.82816
0.059816
0
0
0
0
0.000103
0.89086
0.579583
0.653504
0.825784
0.653862
0.828512
0.059816
0
0
0
0
0.000099
0.873394
0.58188
0.635308
0.8223
0.633479
0.828407
0.059816
0
0
0
0
0.000095
0.842109
0.564714
0.61324
0.860627
0.609715
0.855073
0.059816
0
0
0
0
0.00009
0.834566
0.53693
0.662021
0.874564
0.663129
0.876357
0.059816
0
0
0
0
0.000087
0.803211
0.54807
0.686024
0.84669
0.686418
0.852297
0.059816
0
0
0
0
0.000083
0.878187
0.541461
0.620983
0.853659
0.619864
0.853418
0.059816
0
0
0
0
0.000079
0.910361
0.571632
0.603949
0.843206
0.598011
0.844793
0.059816
0
0
0
0
0.000075
0.830121
0.553326
0.668215
0.850174
0.669161
0.853094
0.059816
0
0
0
0
0.000071
0.872545
0.514697
0.630662
0.905923
0.627058
0.907746
0.059816
0
0
0
0
0.000067
0.87568
0.524427
0.581107
0.881533
0.578591
0.883136
0.059816
0
0
0
0
0.000064
0.829702
0.541299
0.643438
0.87108
0.643522
0.868475
0.059816
0
0
0
0
0.00006
0.765324
0.513388
0.697251
0.888502
0.69939
0.89249
0.059816
0
0
0
0
0.000057
0.798664
0.529218
0.655052
0.860627
0.652682
0.862243
0.059816
0
0
0
0
0.000054
0.826145
0.527872
0.715447
0.878049
0.715509
0.880315
0.059816
0
0
0
0
0.00005
0.857077
0.53005
0.690283
0.874564
0.68986
0.87907
0.059816
0
0
0
0
0.000047
0.795025
0.528296
0.689508
0.881533
0.68894
0.882573
0.059816
0
0
0
0
0.000044
0.785794
0.526212
0.681378
0.881533
0.680052
0.887162
0.059816
0
0
0
0
0.000041
0.813023
0.522465
0.666667
0.87108
0.6675
0.874723
0.059816
0
0
0
0
0.000038
0.868163
0.531357
0.615563
0.87108
0.613257
0.872163
0.059816
0
0
0
0
0.000035
0.836979
0.521753
0.658537
0.857143
0.657311
0.863635
0.059816
0
0
0
0
0.000032
0.85133
0.532259
0.675571
0.87108
0.675997
0.873604
0.059816
0
0
0
0
0.00003
0.80548
0.536533
0.680217
0.857143
0.681577
0.85524
0.059816
0
0
0
0
0.000027
0.833113
0.520028
0.668602
0.888502
0.668617
0.890827
0.059816
0
0
0
0
0.000025
0.826674
0.525807
0.670151
0.864111
0.673561
0.869457
0.059816
0
0
0
0
0.000022
0.796506
0.523667
0.691831
0.878049
0.690857
0.881764
0.059816
0
0
0
0
0.00002
0.76072
0.524589
0.679055
0.881533
0.681021
0.883017
0.059816
0
0
0
0
0.000018
0.785014
0.514421
0.700736
0.89547
0.699403
0.898334
0.059816
0
0
0
0
0.000016
0.841848
0.511968
0.609756
0.881533
0.609453
0.886338
0.059816
0
0
0
0
0.000014
0.815619
0.518892
0.710027
0.888502
0.708792
0.892154
0.059816
0
0
0
0
0.000012
0.821552
0.513292
0.706156
0.898955
0.70815
0.901657
0.059816
0
0
0
0
0.000011
0.911967
0.539804
0.640728
0.853659
0.640261
0.859751
0.059816
0
0
0
0
0.000009
0.811023
0.510934
0.691831
0.881533
0.693258
0.886324
0.059816
0
0
0
0
0.000008
0.86593
0.506883
0.624081
0.881533
0.622152
0.886802
0.059816
0
0
0
0
0.000006
0.757283
0.515597
0.694928
0.891986
0.695905
0.893498
0.059816
0
0
0
0
0.000005
0.820598
0.515538
0.690283
0.888502
0.690306
0.892048
0.059816
0
0
0
0
0.000004
0.832302
0.523472
0.639179
0.87108
0.637566
0.875437
0.059816
0
0
0
0
0.000003
0.85867
0.504229
0.625629
0.898955
0.623617
0.90164
0.059816
0
0
0
0
0.000002
0.779748
0.506194
0.712737
0.891986
0.712808
0.896034
0.059816
0
0
0
0
0.000002
0.825054
0.521505
0.637244
0.881533
0.63379
0.886102
0.059816
0
0
0
0
0.000001
0.818638
0.511963
0.662795
0.888502
0.660821
0.892564
0.059816
0
0
0
0
0.000001
0.826902
0.516327
0.651181
0.87108
0.649678
0.877051
0.059816
0
0
0
0
0
0.788059
0.518185
0.640341
0.874564
0.636822
0.878376
0.059816
0
0
0
0
0
0.840363
0.515446
0.684863
0.874564
0.68522
0.87715
0.059816
0
0
0
0
0