ISIC Live Leaderboards

Rank 200 total Team 36 unique teams Approach Manuscript Used External Data 27 yes Primary Metric Value AUC
1
temp
temp3 -
public_off No
0.949
2
temp
cnn -
public_off No
0.942
3
Mel Tz
Univ. of Piraeus - Computational Biomedicine Lab
Ensemble -
public_off No
0.940
4
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensamble-mcm-5 -
public Yes
0.940
5
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensamble-mcm-6 -
public Yes
0.940
6
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensamble-mcm10-2mel_predictions -
public Yes
0.939
7
dL
ConvNN -
public_off No
0.938
8
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensamble-mcm-4 -
public Yes
0.938
9
ninja_root
iiitdm
Deep CNN ensemble with stratified 5-fold and inpainting -
public_off No
0.937
10
scarydoc
inp_all4 -
public_off No
0.937
11
Squad
Indian Institute of Information Technology Design and Manufacturing, Kancheepuram
Ensemble - 4 -
public_off No
0.937
12
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensamble-mcm-10-2mel_predictions -
public Yes
0.936
13
.IIITDM.
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
abl_kd__7_dd_notta -
public_off No
0.932
14
temp
ppr_b5_no spr_84 -
public_off No
0.932
15
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
1.1T tta -
public_off No
0.931
16
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
ab1_tta -
public_off No
0.931
17
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
s_right -
public_off No
0.931
18
.IIITDM.
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
abl_kd__7_dd -
public_off No
0.931
19
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensamble_preprocess -
public Yes
0.931
20
IIITDM
IIITDM Kancheepuram
FINAL ENSEMBLE 4 model -
public_off No
0.930
21
scarydoc
effb5 -
public_off No
0.930
22
temp
ppr_b5_no spr_84_ -
public_off No
0.930
23
ninja_root
iiitdm
B2_KD_b5_84tta_fl_g0_a.6 -
public_off No
0.929
24
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b2_f1 -
public_off No
0.929
25
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b2_f2 -
public_off No
0.929
26
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b2_f3 -
public_off No
0.929
27
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b2_f4 -
public_off No
0.929
28
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b2_f5 -
public_off No
0.929
29
ninja_root
iiitdm
B5 -- KD -
public_off No
0.929
30
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b5_f1 -
public_off No
0.929
31
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b5_f2 -
public_off No
0.929
32
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b5_f3 -
public_off No
0.929
33
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b5_f5 -
public_off No
0.929
34
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
kd_b5_f4 -
public_off No
0.929
35
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
0.9T tta -
public_off No
0.929
36
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
ts_right -
public_off No
0.929
37
temp
ppr_b5_no spr_84__ -
public_off No
0.929
38
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensemble_preprocessed_th -
public Yes
0.929
39
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
submission_2020-convnext_base_384_in22ft1k-model-3a1cwwfr_v7-model-heavy_aug_tta32-new_weight-test-m -
public Yes
0.929
40
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
submission_2020-deit3_large_patch16_384_in21ft1k-model-154fzg8r_v7-model-heavy_aug_tta32-new_weight- -
public Yes
0.929
41
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
submission_2020-inception_resnet_v2-model-105lbvpv_v7-model-heavy_aug_tta32-new_weight-test-meta -
public Yes
0.929
42
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
submission_2020-swsl_resnext101_32x4d-model-34yt1eti_v5-model-heavy_aug_tta32-new_weight-test-meta -
public Yes
0.929
43
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
submission_2020-swinv2_large_window12to24_192to384_22kft1k-model-29fslzqv_v3-model-heavy_aug_tta32-n -
public Yes
0.929
44
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
submission_2020-tf_efficientnet_b4_ns-model-18jspd4e_v8-model-heavy_aug_tta32-new_weight-test-meta -
public Yes
0.929
45
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
submission_2020-tf_efficientnet_b5_ns-model-3ta0sh79_v8-model-heavy_aug_tta32-new_weight-test-meta -
public Yes
0.929
46
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensemble 24 -
public Yes
0.929
47
ninja_root
iiitdm
no_inpaint_ensemble_4 -
public_off No
0.929
48
IIITDM
IIITDM Kancheepuram
B5 effnet -
public_off No
0.929
49
anil_adepu98
IIITDM Kancheepuram
no_kd_b5_f1 -
public_off No
0.929
50
anil_adepu98
IIITDM Kancheepuram
no_kd_b5_f2 -
public_off No
0.929
51
anil_adepu98
IIITDM Kancheepuram
no_kd_b5_f4 -
public_off No
0.929
52
anil_adepu98
IIITDM Kancheepuram
no_kd_b5_f5 -
public_off No
0.929
53
anil_adepu98
IIITDM Kancheepuram
no_kd_b5_f3 -
public_off No
0.929
54
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensemble 24 threshold1 -
public Yes
0.929
55
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
0.8T tta -
public_off No
0.929
56
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
0tta v2 1.5t -
public_off No
0.928
57
ninja_root
iiitdm
without KD--B2 -
public_off No
0.928
58
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b2_f1 -
public_off No
0.928
59
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b2_f4 -
public_off No
0.928
60
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b2_f5 -
public_off No
0.928
61
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b2_f2 -
public_off No
0.928
62
anil_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b2_f3 -
public_off No
0.928
63
temp1
cnn -
public_off No
0.928
64
ninja_root
iiitdm
no_inpaint_b5 -
public_off No
0.928
65
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
0.9t 0.1alkd tta -
public_off No
0.928
66
Ninjaroot
IIITDM Kancheepuram
b5 radam, 84tta -
public_off No
0.928
67
IIITDM
IIITDM Kancheepuram
B4 effnet -
public_off No
0.928
68
scary
sab -
public_off No
0.928
69
Squad
Indian Institute of Information Technology Design and Manufacturing, Kancheepuram
Ensemble -
public_off No
0.928
70
temp
ppr_b5_cout_84__ -
public_off No
0.927
71
ninja_root
iiitdm
no_inpaint_b4 -
public_off No
0.927
72
Ninjaroot
IIITDM Kancheepuram
b5 rectified -
public_off No
0.927
73
temp
45 tta -
public_off No
0.927
74
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
1.25t wotta -
public_off No
0.927
75
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
tta v2 1.25t -
public_off No
0.927
76
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
1.5t wotta -
public_off No
0.927
77
temp
ppr_b5_cout_84 -
public_off No
0.927
78
Ninjaroot
IIITDM Kancheepuram
adam b5 -
public_off No
0.926
79
Anil_adepu
Indian institute of information technology design and manufacturing KANCHEEPURAM
kd_b0_f1___srt -
public_off No
0.926
80
Anil_adepu
Indian institute of information technology design and manufacturing KANCHEEPURAM
kd_b0_f1___mean -
public_off No
0.926
81
Anil_adepu
Indian institute of information technology design and manufacturing KANCHEEPURAM
kd_b0_f2 -
public_off No
0.926
82
Anil_adepu
Indian institute of information technology design and manufacturing KANCHEEPURAM
kd_b0_f3 -
public_off No
0.926
83
Anil_adepu
Indian institute of information technology design and manufacturing KANCHEEPURAM
kd_b0_f4 -
public_off No
0.926
84
Anil_adepu
Indian institute of information technology design and manufacturing KANCHEEPURAM
kd_b0_f5 -
public_off No
0.926
85
Ninja R00t
Indian institute of information technology design and manufacturing KANCHEEPURAM
Effnet B0 with KD -
public_off No
0.926
86
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
abl_kd__7ntaug -
public_off No
0.926
87
temp
s_p noise -
public_off No
0.926
88
temp
temp -
public_off No
0.926
89
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
tta v2 1.5t -
public_off No
0.926
90
temp
9tta without cout,mic -
public_off No
0.925
91
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
ab3_tta -
public_off No
0.925
92
Ninjaroot
IIITDM Kancheepuram
Lazy --B5 -
public_off No
0.924
93
scary
b5 -
public_off No
0.924
94
Ninja R00t
Indian institute of information technology design and manufacturing KANCHEEPURAM
Effnet B0 without KD -
public_off No
0.923
95
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b0_f5 -
public_off No
0.923
96
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b0_f1 -
public_off No
0.923
97
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b0_f2 -
public_off No
0.923
98
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b0_f3 -
public_off No
0.923
99
anil_k_adepu
Indian institute of information technology design and manufacturing Kancheepuram
no_kd_b0_f4 -
public_off No
0.923
100
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
ab4_tta -
public_off No
0.923
101
temp
40tta -
public_off No
0.922
102
iToBoS
University of Girona
Attention-based EfficientNet B4 -
public Yes
0.922
103
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
FL note1 gan syn tta -
public_off No
0.922
104
iToBoS
University of Girona
S2MLPCBAM-B4 -
public Yes
0.921
105
Ninjaroot
IIITDM Kancheepuram
b5 lazy -
public_off No
0.921
106
temp
gaussian -
public_off No
0.921
107
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
FL note2 gan syn tta -
public_off No
0.921
108
scarydoc
NOT inp_b5EFF -
public_off No
0.921
109
AtulYadav
Queen Mary University of London
Ensemble efficient Net -
public Yes
0.920
110
vortex
ConvNet -
public_off No
0.920
111
iToBoS
University of Girona
Attention-based B4 -
public Yes
0.919
112
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
abl_kd__7 -
public_off No
0.919
113
IIITDM
IIITDM Kancheepuram
Dense121 -
public_off No
0.919
114
Ninjaroot
IIITDM Kancheepuram
vanilla b0 -
public_off No
0.918
115
LSH
IIITDM
CWloss -
public_off No
0.918
116
scarydoc
Inp_effb4 -
public_off No
0.917
117
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensamble-mcm10-1 -
public Yes
0.917
118
David D. Gaviria | Petia R. | Mostafa K.
Universitat Politécnica de Catalunya | Universitat de Barcelona | Universitat Rovira Virgili
ensamble-mcm10-1mel_predictions -
public Yes
0.917
119
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
FL note2 gan syn notta -
public_off No
0.917
120
scary
b4 -
public_off No
0.917
121
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
t/1 , s/temp | 1.2T0 0.8T1 -
public_off No
0.917
122
ninja_root
iiitdm
no_inpaint_d121 -
public_off No
0.916
123
temp
v32 -
public_off No
0.916
124
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
ab6_tta -
public_off No
0.915
125
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
1.2 0.8 T0 T1 notta -
public_off No
0.915
126
Ninjaroot
IIITDM Kancheepuram
b5 radam, 108tta with micro -
public_off No
0.915
127
ninja_root
iiitdm
no_inpaint_irv2 -
public_off No
0.915
128
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
1.2 0.8 T0 T1 tta -
public_off No
0.915
129
temp
108_without Mic -
public_off No
0.915
130
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
abl_kd__8 -
public_off No
0.915
131
scarydoc
inp_inc_res -
public_off No
0.914
132
temp
v35_ -
public_off No
0.912
133
.IIITDM.
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
abl_kd__9_augds_notta -
public_off No
0.912
134
vortex
CNN -
public_off No
0.912
135
LSH
IIITDM
b5_initialized_lsh_cwl_ -
public_off No
0.911
136
LSH
IIITDM
unbalanced -
public_off No
0.911
137
temp1
mozilla41 -
public_off No
0.911
138
IIITDM
IIITDM Kancheepuram
Incep_resv2 -
public_off No
0.911
139
Ninjaroot
IIITDM Kancheepuram
b5 lazy without -
public_off No
0.911
140
ICL
Seoul Nat'l University
NesT/Contrastive before decoder/Two augmented image -
public_off No
0.910
141
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
abl_kd__9 -
public_off No
0.910
142
scary
121 -
public_off No
0.910
143
ninja_root
iiitdm
121 -
public_off No
0.909
144
scarydoc
inp_121 -
public_off No
0.909
145
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
FL note1 gan syn notta -
public_off No
0.909
146
scary
v2 -
public_off No
0.908
147
juju22
UAUX
ConvNeXT architecture with class prebalancing -
public_off No
0.908
148
ICL_
Seoul Nat'l University
NesT_LLRD -
public_off No
0.905
149
ICL_
Seoul Nat'l University
NesT w/ fine tune -
public_off No
0.905
150
ICL_
Seoul Nat'l University
Nest_contrastive learning -
public_off No
0.905
151
LSH
IIITDM
B5_256_inpainted2ClassWeightedLoss_initialized -
public_off No
0.905
152
.IIITDM.
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
abl_kd__9_augds -
public_off No
0.904
153
scarydoc
121_nonInp -
public_off No
0.903
154
temp
v32_wo -
public_off No
0.902
155
ninja_root
iiitdm
b5__ -
public_off No
0.902
156
ninja_root
iiitdm
b5__ *5 -
public_off No
0.902
157
LSH
IIITDM
LSH_CB_NEW -
public_off No
0.900
158
ICL_
Seoul Nat'l University
DeiT_Contrastive -
public_off No
0.899
159
ci
test -
public_off No
0.897
160
iToBoS
University of Girona
AttentionB4 -
public Yes
0.896
161
ICL
Seoul Nat'l University
NesT/ONLY IMAGE -
public_off No
0.896
162
Four Horsemen
Vivekanand Education Society Institute of Technology
Resnet50 Deep Learning Model -
public Yes
0.892
163
Four Horsemen
Vivekanand Education Society Institute of Technology
DenseNet Deep Learning Model -
public Yes
0.892
164
Four Horsemen
Vivekanand Education Society Institute of Technology
DenseNet121 Deep Learning model -
public Yes
0.892
165
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
class balanced 64k FL129 tta -
public_off No
0.890
166
cnn_exp
cnn_exp3 -
public_off No
0.890
167
ICL
Seoul Nat'l University
NesT_MA_temp -
public_off No
0.889
168
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
ab2_tta -
public_off No
0.888
169
mingie
Ensemble -
public_off No
0.887
170
skinimageteam
with two ad2 -
public_off No
0.886
171
skinimageteam
with two ad -
public_off No
0.886
172
LSH
IIITDM
submission_lsh_stratified_EFFNET_B6_tta6_30e -
public_off No
0.886
173
LSH
IIITDM
inject -
public_off No
0.886
174
VisUnBI
Amasya University
Partial-Learning (sg1byk) -
public_off No
0.886
175
skinimageteam
adam updated 4 -
public_off No
0.886
176
skinimageteam
withad4 -
public_off No
0.886
177
ICL
Seoul Nat'l University
NesT_MA -
public_off No
0.886
178
Four Horsemen
Vivekanand Education Society Institute of Technology
DenseNet169 Deep Learning Model -
public Yes
0.885
179
VisUnBI
Amasya University
Partial-Learning (sg2) -
public_off No
0.885
180
VisUnBI
Amasya University
Partial-Learning (ad2byk) -
public_off No
0.885
181
Results
VNPbm -
public_off No
0.885
182
VisUnBI
Amasya University
Partial-Learning (ad1) -
public_off No
0.884
183
VisUnBI
Amasya University
Partial-Learning (n2) -
public_off No
0.884
184
Results
PVNPbm -
public_off No
0.883
185
LSH
IIITDM
1_1 -
public_off No
0.882
186
Skin Disease Automatic Diagnosis
Northwestern University
1. DNN: PyTorch -
public_off No
0.882
187
VisUnBI
Amasya University
Partial-Learning (sg1) -
public_off No
0.882
188
vortex
Mode -
public_off No
0.880
189
VisUnBI
Amasya University
Partial-Learning (ens1) -
public_off No
0.880
190
VisUnBI
Amasya University
Partial-Learning (n1) -
public_off No
0.880
191
VisUnBI
Amasya University
Partial-Learning (ad2) -
public_off No
0.880
192
Skin Disease Automatic Diagnosis
Northwestern University
9. BN: Bayes Server, More Data -
public_off No
0.880
193
Zyiyfc
Monash University
RegNet_Pretrain_stages -
public_off No
0.880
194
Skin Disease Automatic Diagnosis
Northwestern University
8. BN: Pyro -
public_off No
0.880
195
_IIITDM_
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
ab5_tta -
public_off No
0.880
196
hongyuan xie
Manchester Metropolitan University
Test_ISIC_2020_CNN -
public_off No
0.879
197
hongyuan xie
Manchester Metropolitan University
Test_ISIC_2020_CNN_2 -
public_off No
0.879
198
hongyuan xie
Manchester Metropolitan University
2020test -
public_off No
0.879
199
.IIITDM.
Indian Institute of Information Technology, Design and Manufacturing, Kancheepuram
abl_kd__8_augds -
public_off No
0.878
200
likoteam
licnn -
public_off No
0.877