Viacheslav_danilov's workspace
Runs
321
Name
30 visualized
best/val_score
model_name
input_size
encoder_name
loss_seg
optimizer
lr
params
macs
0.94934
FPN
544
efficientnet-b0
BCE
Adam_amsgrad
0.001
5.8
9.1
0.94808
DeepLabV3+
512
efficientnet-b1
BCE
AdamW
0.0005
7.4
2.2
0.94623
Linknet
480
timm-regnetx_064
BCE
AdamW
0.0001
29.3
39.9
0.94563
Unet++
384
efficientnet-b1
Jaccard
Adam_amsgrad
0.001
9.1
11.5
0.94539
Unet
384
se_resnext101_32x4d
BCE
Adam
0.0001
55.9
35.6
0.94507
MAnet
512
efficientnet-b2
Dice
Adam_amsgrad
0.001
13.4
9.9
0.94493
Unet
480
se_resnext101_32x4d
Jaccard
AdamW_amsgrad
0.005
55.9
55.6
0.9449
Unet++
544
efficientnet-b2
Dice
AdamW
0.001
10.4
23.4
0.94464
MAnet
544
se_resnext101_32x4d
Dice
Adam
0.001
170.8
107.3
0.94457
DeepLabV3+
384
dpn98
BCE
Adam
0.0001
62.9
54.4
0.94394
Unet
544
se_resnet101
Jaccard
Adam
0.0001
56.3
68.9
0.94383
Linknet
448
timm-regnety_032
Dice
AdamW
0.001
21.5
17.3
0.94363
DeepLabV3+
384
efficientnet-b1
Dice
AdamW
0.001
7.4
1.3
0.94355
Linknet
544
se_resnext101_32x4d
BCE
Adam_amsgrad
0.001
54.6
71.7
0.94352
Linknet
512
timm-regnetx_032
Jaccard
AdamW_amsgrad
0.0005
16
20.6
0.9435
Unet++
416
efficientnet-b1
BCEL
AdamW_amsgrad
0.0005
9.1
13.4
0.94312
FPN
448
efficientnet-b2
BCEL
AdamW_amsgrad
0.001
9.5
6.2
0.9428
Unet
416
se_resnet50
Jaccard
Adam
0.0001
35.1
27.4
0.94259
Unet
512
dpn98
Jaccard
AdamW_amsgrad
0.0001
71.3
102.6
0.94247
MAnet
416
timm-regnety_032
Jaccard
AdamW_amsgrad
0.001
85.7
30.6
0.94221
Unet++
544
efficientnet-b0
Focal
Adam_amsgrad
0.0001
6.6
23
0.94215
Unet++
416
efficientnet-b0
BCE
Adam
0.001
6.6
13.4
0.94172
Unet++
416
se_resnet101
Dice
AdamW_amsgrad
0.0005
72.8
164
0.94119
Unet++
480
efficientnet-b1
Focal
Adam_amsgrad
0.0005
9.1
17.9
0.94102
DeepLabV3+
512
efficientnet-b1
Jaccard
AdamW_amsgrad
0.0001
7.4
2.2
0.94091
Unet
384
timm-regnetx_032
Jaccard
RMSprop
0.0001
19.1
17.1
0.94087
Unet
448
efficientnet-b0
Jaccard
RMSprop
0.0005
6.3
7.7
0.9408
DeepLabV3+
416
efficientnet-b1
Dice
Adam
0.0001
7.4
1.5
0.94074
PAN
512
efficientnet-b0
Jaccard
Adam_amsgrad
0.001
4.1
0.3
0.94049
MAnet
544
se_resnet101
Dice
AdamW_amsgrad
0.0005
171.2
104.8
0.94039
Unet++
512
dpn98
Dice
AdamW
0.001
106.6
475.9
0.93987
DeepLabV3+
384
se_resnext101_32x4d
Jaccard
Adam
0.0001
50.1
31.8
0.93983
MAnet
480
mobilenet_v2
Jaccard
AdamW_amsgrad
0.001
48.9
18.5
0.93982
Unet++
544
efficientnet-b2
Focal
Adam_amsgrad
0.0001
10.4
23.4
0.93982
DeepLabV3+
512
efficientnet-b0
Lovasz
AdamW_amsgrad
0.0005
4.9
2.2
0.93982
Unet++
416
se_resnet101
BCE
RMSprop
0.0001
72.8
164
0.93981
Linknet
448
timm-regnetx_064
BCE
RMSprop
0.0001
29.3
34.8
0.93967
MAnet
384
se_resnet101
Dice
AdamW_amsgrad
0.0005
171.2
52.2
0.93966
Unet
512
se_resnext50_32x4d
Focal
AdamW
0.0001
34.5
43.6
0.93964
PSPNet
480
timm-regnety_064
Dice
Adam
0.0001
29.7
14.4
0.93959
Linknet
448
resnext101_32x8d
BCE
Adam_amsgrad
0.0005
94.4
82.5
0.93948
MAnet
416
mobilenet_v2
Dice
Adam_amsgrad
0.0001
48.9
13.9
0.93937
Linknet
480
timm-regnety_064
Lovasz
AdamW_amsgrad
0.0001
32.2
35.6
0.9393
Linknet
544
dpn98
BCEL
Adam_amsgrad
0.0001
74.1
137.3
0.93881
PAN
448
dpn68
Dice
Adam_amsgrad
0.005
12.2
16.8
0.93871
FPN
384
resnext50_32x4d
Jaccard
RMSprop
0.0001
25.6
18.1
0.93867
Unet
384
se_resnext50_32x4d
BCE
AdamW
0.001
34.5
24.5
0.93862
Unet
384
se_resnet50
Jaccard
AdamW_amsgrad
0.005
35.1
23.4
0.9386
DeepLabV3+
480
resnet50
Jaccard
Adam_amsgrad
0.0005
26.7
32.3
0.93859
DeepLabV3+
448
dpn98
Dice
AdamW
0.0001
62.9
74
0.93783
DeepLabV3
512
efficientnet-b0
Dice
AdamW_amsgrad
0.0005
7.3
13.4
0.93706
DeepLabV3+
512
timm-regnety_032
BCE
Adam_amsgrad
0.005
20.4
22.7
0.93675
Unet
544
se_resnet50
BCEL
AdamW_amsgrad
0.0005
35.1
46.9
0.93672
DeepLabV3
512
efficientnet-b2
Jaccard
AdamW_amsgrad
0.0005
11.2
14.4
0.93651
DeepLabV3
448
se_resnext101_32x4d
Lovasz
AdamW
0.0001
63
184.4
0.9365
Linknet
512
timm-regnetx_032
Jaccard
Adam_amsgrad
0.005
16
20.6
0.93615
PAN
448
mobilenet_v2
Jaccard
Adam_amsgrad
0.0001
2.4
2.4
0.93572
PAN
544
timm-regnety_064
Jaccard
Adam
0.001
29.7
45.4
0.93569
DeepLabV3
448
timm-regnety_032
Dice
Adam
0.005
30.1
85.6
0.93551
Unet
512
dpn98
Jaccard
AdamW_amsgrad
0.001
71.3
102.6
0.93543
Linknet
512
timm-regnetx_032
Focal
Adam_amsgrad
0.0001
16
20.6
0.93531
DeepLabV3
480
timm-regnety_064
Dice
Adam_amsgrad
0.0001
39.8
132
0.93528
Unet
512
efficientnet-b1
Lovasz
AdamW_amsgrad
0.001
8.8
10.1
0.93509
PAN
384
resnet101
Jaccard
AdamW_amsgrad
0.0001
43.3
30.6
0.93506
Unet
544
dpn68
Jaccard
AdamW_amsgrad
0.0001
17
35.3
0.93496
Unet
480
timm-regnety_064
Dice
Adam
0.005
35.2
43
0.93483
Unet++
416
se_resnet101
Jaccard
Adam
0.0005
72.8
164
0.93481
Unet
416
se_resnet101
BCE
AdamW
0.001
56.3
40.3
0.93438
Unet
512
resnext101_32x8d
BCEL
AdamW_amsgrad
0.0001
95.8
107.5
0.93412
Unet++
448
timm-regnetx_064
Dice
Adam_amsgrad
0.005
40.8
104.3
0.93405
MAnet
512
efficientnet-b1
Dice
RMSprop
0.001
11.6
9.6
0.93396
FPN
384
resnext50_32x4d
Jaccard
Adam_amsgrad
0.001
25.6
18.1
0.9338
FPN
448
se_resnet50
Jaccard
SGD
0.01
28.6
23.1
0.93376
Unet
480
timm-regnetx_064
BCEL
AdamW_amsgrad
0.001
31.9
45.2
0.93311
PSPNet
480
efficientnet-b2
Dice
Adam
0.001
7.8
0.3
0.93252
Linknet
384
efficientnet-b2
Jaccard
AdamW_amsgrad
0.01
7.9
0.5
0.93205
Linknet
480
se_resnext101_32x4d
BCEL
Adam
0.0001
54.6
55.8
0.93175
Linknet
544
timm-regnety_064
Lovasz
Adam_amsgrad
0.0001
32.2
45.7
0.93141
FPN
512
se_resnet50
BCE
Adam
0.0005
28.6
30.1
0.93136
PAN
448
resnext50_32x4d
Dice
RMSprop
0.001
23.7
26.7
0.93129
PAN
416
se_resnet50
BCEL
AdamW_amsgrad
0.0005
26.8
22.5
0.93125
DeepLabV3
416
resnet101
BCEL
Adam_amsgrad
0.0005
58.6
159.7
0.93096
Unet
544
timm-regnety_064
BCE
Adam
0.0005
35.2
55.2
0.93094
DeepLabV3+
512
se_resnet101
Focal
Adam
0.0001
50.4
55.5
0.9309
PSPNet
416
se_resnet50
BCE
RMSprop
0.0001
26.8
7.5
0.93071
PSPNet
544
se_resnet50
Dice
RMSprop
0.0001
26.8
12.9
0.9303
DeepLabV3+
384
resnext101_32x8d
Dice
AdamW_amsgrad
0.01
89.9
62.4
0.92978
FPN
544
dpn98
Dice
Adam_amsgrad
0.0001
61.9
97.3
0.92949
DeepLabV3
416
resnet50
BCE
AdamW_amsgrad
0.001
39.6
108.2
0.92898
Linknet
384
resnext101_32x8d
BCE
AdamW_amsgrad
0.001
94.4
60.6
0.92895
PSPNet
448
efficientnet-b2
Dice
AdamW_amsgrad
0.0001
7.8
0.2
0.92863
Unet++
480
dpn68
BCEL
Adam_amsgrad
0.005
23.2
73.8
0.92857
MAnet
480
efficientnet-b0
Dice
AdamW
0.005
9.1
8.4
0.92857
Unet++
448
se_resnext50_32x4d
Focal
AdamW_amsgrad
0.0005
51
176.8
0.92849
PSPNet
416
se_resnext101_32x4d
Lovasz
Adam_amsgrad
0.0005
47.7
7.9
0.92841
FPN
512
se_resnet101
Dice
AdamW
0.001
49.9
49.6
0.92832
Linknet
416
timm-regnetx_064
Jaccard
AdamW
0.005
29.3
30
0.9282
Unet++
544
timm-regnety_032
BCE
AdamW
0.005
27.2
70
0.92755
FPN
480
timm-regnetx_032
Dice
Adam
0.001
16.4
22.2
0.9274
PSPNet
448
efficientnet-b1
Jaccard
Adam
0.0001
6.6
0.2
1-100
of 321