ISIC Live Leaderboards

Rank 200 total Team 102 unique teams Approach Manuscript Used External Data 18 yes Primary Metric Value Jaccard Index
1
NMN_team
NMN_team
Ensemble of Deep Transfer Learning Based Multi-scale Networks description
public_off No
0.836
2
M Mostafa Kamal Sarker
Institute of Biomedical Engineering (IBME) at University of Oxford
Multi-Scale EfficientNet with Attention Mechanism -
public_off No
0.832
3
NMN_team (Jahanifar-Zamani-Alemi)
NMN_team (Jahanifar-Zamani-Alemi)
AMSB_ensambled_Th80_Tl75_V3 description
public_off No
0.825
4
TheExplorers
UCSP
bgtxyz1 -
public Yes
0.809
5
NMN_team
NMN_team
AMSB_ensambled_Th80_Tl5_V2 description
public_off No
0.808
6
Joe Riemersma
University of Dundee
Ensemble + Crf -
public_off No
0.804
7
TheExplorers
UCSP
hsdfwfgTS -
public Yes
0.804
8
szu
szu
adam description
public_off No
0.804
9
NPUytxie
NPU_MIA
SESV -
public_off No
0.803
10
SIBET-MILAB
ICL-Net -
public_off No
0.803
11
geobiolab
geobiolab
colorspace_rcnn_superpixels -
public_off No
0.802
12
geobiolab
geobiolab
maskrcnn_superpixels -
public_off No
0.802
13
test2
test2
test2 -
public_off No
0.802
14
ViDIR Group, Medical University of Vienna
ViDIR Group, Medical University of Vienna
LinkNet152 with HAM10000 classification pretraining and CRF description
public Yes
0.802
15
test3
test3
test3 -
public_off No
0.801
16
VMC
R2U Net -
public_off No
0.798
17
VMC2
TS -
public Yes
0.798
18
VMC
TS -
public Yes
0.796
19
AS-Net
Xiangtan University
AS-Net -
public_off No
0.796
20
Mr Lu
XTU
AS-Net -
public_off No
0.796
21
VMC2
gunet -
public Yes
0.795
22
Mr Lu
XTU
as-net -
public_off No
0.795
23
TheExplorers
UCSP
pavito_medio -
public_off No
0.794
24
Papi
UNMSM
LungNet -
public_off No
0.794
25
XTU
XTU
as-net -
public_off No
0.793
26
VMC2
v3E -
public_off No
0.793
27
VSISLab, Shandong University
VSISLab, Shandong University
Shandong Unviersity Baseline -
public Yes
0.793
28
VMC2
v4B -
public_off No
0.793
29
Los Magníficos
ucsp
6_50_25_25 -
public_off No
0.792
30
BaidU
SGGS IET
CNN -
public_off No
0.791
31
Joe Riemersma
University of Dundee
K-Fold + Crf -
public_off No
0.790
32
VMC
my_net -
public_off No
0.789
33
hsu
hsu description
public_off No
0.789
34
fjfjfjfjfj
fjfjfjfjfj
fff1 -
public_off No
0.789
35
TheExplorers
UCSP
pavo_simplon -
public_off No
0.789
36
BetterOverfitting
UNMSM
other7 -
public_off No
0.788
37
mmm
Iiii -
public_off No
0.788
38
Shubham
SGGS
unet -
public_off No
0.788
39
UNISI
University of Siena
SegNext_weakly+origISIC -
public Yes
0.787
40
Papi
UNMSM
omth345 -
public Yes
0.787
41
Los Magníficos
ucsp
unet+ts -
public Yes
0.787
42
NPUytxie
NPU_MIA
DVP+ -
public_off No
0.786
43
NPUytxie0
NPU_MIA
DVP+_cv -
public_off No
0.786
44
AS-Net
Xiangtan University
as-net -
public_off No
0.786
45
IPSA-Lab
Indian Institute of Technology Ropar
Hybrid-Net -
public_off No
0.786
46
BetterOverfitting
UNMSM
6-75_15_15 -
public_off No
0.786
47
geobiolab
geobiolab
colorspace_maskrccn_superpixels -
public_off No
0.785
48
Joe Riemersma
University of Dundee
U-Net Ensemble + Crf with some cleaning of crf image -
public_off No
0.785
49
BetterOverfitting
UNMSM
6-100_0_0 -
public_off No
0.785
50
UTD
UTD
aug -
public_off No
0.785
51
geobiolab
geobiolab
colrspace_maskrcnn -
public_off No
0.785
52
VMC2
___v4 -
public_off No
0.785
53
Papi
UNMSM
oth7 -
public_off No
0.785
54
test-da
test-da
test-da -
public_off No
0.784
55
VMC
other network -
public Yes
0.784
56
szu
szu
hsu description
public_off No
0.784
57
szu
szu
test -
public_off No
0.783
58
test-ce
test-ce
test-ce -
public_off No
0.783
59
VMC2
gunetII -
public Yes
0.783
60
IPSA@IITRpr
Indian Institute of Technology Ropar
HybridNet -
public_off No
0.782
61
Papi
UNMSM
thm -
public_off No
0.782
62
test-slsdeep
test-slsdeep
test-slsdeep -
public_off No
0.781
63
BetterOverfitting
UNMSM
newLipeNet -
public_off No
0.781
64
VMC
unet+swa -
public_off No
0.781
65
Los Magníficos
ucsp
6_3l -
public_off No
0.780
66
IPSA.Lab@IITRopar
Indian Institute of Technology Ropar
Dual-Net -
public_off No
0.780
67
DermML
DermML
Single DL Model -
public_off No
0.780
68
HUST
HUST
approach2+DA -
public_off No
0.780
69
HUST
HUST
approach1 -
public_off No
0.780
70
TheExplorers
UCSP
pavo_cifuentes -
public_off No
0.779
71
PollosHermanos
UTEC
DeepLabv3 -
public_off No
0.779
72
test
test
default -
public_off No
0.779
73
SZU
SZU
CNN -
public_off No
0.778
74
Los Magníficos
ucsp
ghpsry -
public_off No
0.778
75
BetterOverfitting
UNMSM
6-t3 -
public Yes
0.778
76
VMC
other ts -
public Yes
0.777
77
test-r2u
test-r2u
r2u -
public_off No
0.777
78
VMC2
unet dice loss -
public_off No
0.777
79
UNISI
University of Siena
SegNext_weaklyISIC -
public Yes
0.776
80
BetterOverfitting
UNMSM
other t3 -
public_off No
0.776
81
test-att
test-att
test-att -
public_off No
0.776
82
test-ba
test-ba
test-ba -
public_off No
0.775
83
TheExplorers
UCSP
hmmybc -
public_off No
0.774
84
COMSIP
QAU, Pakistan
Approch 2 -
public_off No
0.774
85
heng
XJTU
MSCA-Net -
public_off No
0.774
86
IITRpr
IITRpr
DualNet -
public_off No
0.774
87
BetterOverfitting
UNMSM
other unet -
public_off No
0.774
88
IP
QAU
Ensembled -
public_off No
0.773
89
Kiroll
ETHZ
nnUNet -
public_off No
0.773
90
Papi
UNMSM
thmf -
public_off No
0.773
91
BaidU
SGGS IET
Unet -
public_off No
0.773
92
Mostafa Kamal Sarker
IRCV
MobileGAN -
public_off No
0.773
93
TheExplorers
UCSP
other2 -
public_off No
0.772
94
TheExplorers
UCSP
Other -
public_off No
0.772
95
XTU
XTU
AS-Net -
public_off No
0.771
96
MAIA03
MAIA03
Hypertuned DenseUNet w/ ColorAug w/ Early Stopping -
public_off No
0.771
97
Baidu
SGGSIET
unet -
public_off No
0.770
98
Papi
UNMSM
big unet -
public_off No
0.769
99
BMIR
Stanford
Ensemble (Mask R-CNN+ UNET+ PSPNet) -
public_off No
0.769
100
Los Magníficos
ucsp
pretrainedVGG -
public_off No
0.768
101
VMC
other net -
public_off No
0.768
102
tes
tes
test -
public_off No
0.767
103
BetterOverfitting
UNMSM
XD -
public_off No
0.767
104
Tongtong2022
Northwest Normal University
SSGAN(Self-supervised generative adversarial network) -
public_off No
0.767
105
TheExplorers
UCSP
pre-trained xnet -
public_off No
0.767
106
VMC
own_network1 -
public_off No
0.766
107
MAIA03
MAIA03
Hypertuned DenseUNet w/ ColorAug -
public_off No
0.766
108
BetterOverfitting
UNMSM
other unet 2 -
public_off No
0.766
109
norths
norths
north -
public_off No
0.766
110
Los Magníficos
ucsp
other -
public_off No
0.765
111
HUST
HUST
approach1+DA -
public_off No
0.764
112
Los Magníficos
ucsp
asfewr -
public_off No
0.764
113
ccc
ccc
test -
public_off No
0.764
114
IP
QAU
ensembled -
public_off No
0.764
115
VMC
resnet-unet -
public_off No
0.763
116
test
test
mask-rcnn -
public_off No
0.763
117
UNISI
University of Siena
SegNext_OnlyISIC -
public_off No
0.763
118
Redha Ali, Russell C. Hardie,Barath Narayanan, and Manawaduge Supun De Silva
Redha Ali, Russell C. Hardie,Barath Narayanan, and Manawaduge Supun De Silva
Deep Learning Ensemble Methods for Skin Lesion Segmentation to Aid in Melanoma Detection -
public_off No
0.763
119
Redha
Redha
DEEPLAB -
public_off No
0.763
120
Papi
UNMSM
Other -
public_off No
0.762
121
PollosHermanos
UTEC
Unet+ResNet50 -
public_off No
0.762
122
Los Magníficos
ucsp
TS v5 -
public Yes
0.762
123
PT
PT
New method description
public_off No
0.761
124
Papi
UNMSM
unet -
public_off No
0.761
125
crossval
crossval
Deep Net Skin Lesion Seg -
public_off No
0.761
126
VMC
dfcnn -
public_off No
0.761
127
Università degli Studi di Modena e Reggio Emilia (AImage Lab .zip)
Università degli Studi di Modena e Reggio Emilia (AImage Lab .zip)
MaskRCNN and Deeplab description
public_off No
0.761
128
Redha Ali, Russell C. Hardie,Barath Narayanan, and Manawaduge Supun De Silva
Redha Ali, Russell C. Hardie,Barath Narayanan, and Manawaduge Supun De Silva
Deep Learning Ensemble Methods for Skin Lesion Segmentation -
public_off No
0.761
129
HUST
HUST
default -
public_off No
0.760
130
MAIA03
MAIA03
Tuned U-Net with DenseNet Encoder -
public_off No
0.760
131
xc
xc
debse -
public_off No
0.760
132
mia
mia
deep lab -
public_off No
0.760
133
VMC
constant lr -
public_off No
0.760
134
VMC
lunet -
public_off No
0.760
135
test
test
gan -
public_off No
0.759
136
Kiroll
ETHZ
SMP Unet++ -
public_off No
0.758
137
Redha Almahdi
Redha Almahdi
U-Net -
public_off No
0.758
138
VMC
ternausNet -
public_off No
0.758
139
crossval
crossval
DeepUNet MO -
public_off No
0.757
140
xc
xc
test -
public_off No
0.757
141
anony456
ensemble -
public_off No
0.757
142
VMC
other unet -
public_off No
0.757
143
VMC
G U Net -
public Yes
0.757
144
Jack_0601
SZU
CNN -
public_off No
0.756
145
test
test
test description
public_off No
0.756
146
kashan zafar(NUST)
kashan zafar(NUST)
sagh -
public_off No
0.756
147
VMC
AttU Net x -
public_off No
0.756
148
VMC
U Net -
public_off No
0.755
149
ART
ART
effbe+Unet -
public_off No
0.755
150
Papi
UNMSM
oth7D -
public_off No
0.755
151
asdfe
asdfe
test -
public_off No
0.755
152
asdfasdfeeeee
asdfasdfeeeee
default -
public_off No
0.755
153
asdfasdfasdfeeee
asdfasdfasdfeeee
default -
public_off No
0.755
154
asdfaseeeeee
asdfaseeeeee
default -
public_off No
0.755
155
asdfasdfeeeeee
asdfasdfeeeeee
default -
public_off No
0.755
156
asdfasdfasdfeeeee
asdfasdfasdfeeeee
default -
public_off No
0.755
157
sdfsfeeeee
sdfsfeeeee
default -
public_off No
0.755
158
asdfasdfasd
asdfasdfasd
default -
public_off No
0.755
159
asdfasdfasfe
asdfasdfasfe
default -
public_off No
0.755
160
asdfasdfesefsdf
asdfasdfesefsdf
default -
public_off No
0.755
161
asdfasfdeeeee
asdfasfdeeeee
default -
public_off No
0.755
162
asdfefsefee
asdfefsefee
default -
public_off No
0.755
163
asdfsdfeeeee
asdfsdfeeeee
test -
public_off No
0.755
164
asdfeswf
asdfeswf
test -
public_off No
0.755
165
afe
afe
test -
public_off No
0.755
166
new
new
new description
public_off No
0.755
167
rakhlin
rakhlin
uXceptionFPN -
public_off No
0.755
168
AIAllstars
Baseline Approach -
public_off No
0.754
169
szu
szu
test_c -
public_off No
0.753
170
rakhlin
rakhlin
uResNet34FPN.uXceptionFPN -
public_off No
0.753
171
COMSIP
QAU, Pakistan
EFF_Unet -
public_off No
0.753
172
IP
QAU
ens -
public_off No
0.752
173
anony
CattNN -
public_off No
0.752
174
anonymous123
anonymous
c256 -
public_off No
0.752
175
c256
c256 -
public_off No
0.752
176
sboth256
sboth256 -
public_off No
0.752
177
Granada
Granada
SCSDeepLab description
public_off No
0.752
178
group
group
SCS_ave description
public_off No
0.752
179
Los Magníficos
ucsp
sunet -
public_off No
0.752
180
Kiroll
ETHZ
SMP UNet -
public_off No
0.751
181
test
test
submition test -
public_off No
0.751
182
VMC2
v4C -
public_off No
0.751
183
anony456
c512 -
public_off No
0.751
184
c512
c512 -
public_off No
0.751
185
anonymous123
anonymous
Simple CNN -
public_off No
0.751
186
s256
s256 -
public_off No
0.751
187
scut_cuhk
scut_cuhk
Baseline_r3 -
public_off No
0.751
188
Sem5
Sem5MS -
public_off No
0.750
189
https://sites.google.com/site/robustmelanomascreening/
https://sites.google.com/site/robustmelanomascreening/
DeepLab V3+ model trained for 150 epochs using gaussian noise, color and contrast degradation as dat -
public_off No
0.750
190
lwtest6
lwtest6
sdu -
public_off No
0.749
191
SZU
SZU
Jack_0601 -
public_off No
0.749
192
cboth256
cboth256 -
public_off No
0.749
193
NPUytxie0
NPU_MIA
DVP_best_pro_nocrop -
public_off No
0.749
194
VMC2
other -
public_off No
0.749
195
test
test
vgg16 -
public_off No
0.748
196
NWPU
NWPU
SLS_DR description
public_off No
0.748
197
NPUytxie0
NPU_MIA
DVP_best_pro description
public_off No
0.748
198
Los Magníficos
ucsp
gunet -
public Yes
0.748
199
vinif
Vinif
Global context aggregation description
public_off No
0.746
200
lwtest7
lwtest7
sdu baseline -
public_off No
0.746