Viacheslav_danilov's workspace
Runs
2,106
Name
2,106 visualized
model_name
best/train_score
best/val_score
MAnet
0.82382
0.69673
FPN
0.57693
0.68271
Unet++
0.89894
0.67183
Unet++
0.29657
0.63525
Unet
0.59881
0.62559
MAnet
0.41118
0.61821
Unet
0.31884
0.61731
FPN
0.65327
0.60983
Unet
0.31966
0.59705
PSPNet
0.32303
0.59086
Linknet
0.70018
0.58639
Linknet
0.55724
0.58618
PAN
0.58255
0.58555
MAnet
0.78312
0.58153
Unet
0.6732
0.58104
Unet++
0.15386
0.5787
DeepLabV3+
0.57364
0.57838
Unet
0.57375
0.57806
Linknet
0.74311
0.5767
Linknet
0.57364
0.57577
1-20
of 2,106Tuning
1
Parameter importance with respect toval/f1_segLimited to 1000 runs
val/f1_seg
1-10
of 53loss_seg.value_Lovasz
loss_seg.value_Lovasz
lr
lr
Runtime
Runtime
loss_seg.value_Focal
loss_seg.value_Focal
encoder_name.value_efficientnet-b1
encoder_name.value_efficientnet-b1
loss_seg.value_BCE
loss_seg.value_BCE
encoder_name.value_timm-regnety_064
encoder_name.value_timm-regnety_064
encoder_name.value_timm-regnety_032
encoder_name.value_timm-regnety_032
optimizer.value_SGD
optimizer.value_SGD
loss_cls.value_BCE
loss_cls.value_BCE
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