MILK10k 2025 Leaderboards

Lesion Diagnosis
Rank 50 total Team 50 unique teams Approach Manuscript Used External Data 5 yes Primary Metric Value Dice Coefficient
1
Trần Văn Đồng - Beast Team
Independant researchers
EfficientnetV2 + customized loss v9 add milk10 -
public Yes
0.654
2
Rohan Iyer
University of Minnesota
F1-Weighted Tuned Ensemble IV Preds (ConvNeXt + Swin-V2) -
public_off No
0.604
3
AcuvizionAI Belgium
Independent Researcher
AcuvizionAI Multi-Modal Fusion -
public_off No
0.538
4
PanDerm Team
AIM for Health Lab, Monash University
PanDerm V2 -
public_off No
0.524
5
Benjamin Bruch
Independent Researcher
EfficientNetV2 Ensemble -
public_off No
0.506
6
PikaPika
KAIST
EfficientnetV2 + Metadata MLP Fusion -
public_off No
0.505
7
PawsMakeClickClick
Kharkiv National University of Radio Electronics
Derm_v2 -
public_off No
0.504
8
able_23
PEC Chandigarh
convnext_base + asl -
public_off No
0.499
9
Sabanci_VPA
Sabanci University
EfficientNet_V2 Dual V2.2 - Rare Classes -
public_off No
0.498
10
JTeam
 dual_vision -
public_off No
0.495
11
Valor
BRAC University b
Dual Swin-Transformer -
public_off No
0.491
12
BUPT
Beijing University of Posts and Telecommunications
MDCL-fold5 -
public_off No
0.491
13
Pedro Bento
 SwinV2 (tiny) - 2 epoch mid training -
public Yes
0.486
14
MDCL-SCRL-2
 MDCL-SCRL-FOLD3 -
public_off No
0.485
15
ManuelPla
UOC
Multimodal 1.9 -
public_off No
0.478
16
LIFE
Universidade Federal do Espírito Santo
Concatenation baseline custom loss -
public Yes
0.476
17
milkyway
Yonsei iie4123
sampler+customlossv4+v1 ensemble -
public_off No
0.473
18
MDCL-SCRL
 MDCL-SCRL-FOLD1 -
public_off No
0.471
19
MDCL-SCRL-all
 ALL -
public_off No
0.471
20
Nikshay Kataria
 convnext_512 -
public_off No
0.470
21
Hongyuan Xie
Manchester Metropolitan University
Avg_Scale_Size_CNN -
public_off No
0.467
22
SkinGuard
 ResNet50 -
public_off No
0.464
23
Huvy
 Volo D1 Remix -
public Yes
0.463
24
AK
HUST
CNN -
public_off No
0.462
25
Judy
BUAA
resnet50 -
public_off No
0.461
26
It Hurts When IP
Woxsen University
Densenet -
public_off No
0.459
27
ZY
AHU
Dual_SwinTransformer -
public_off No
0.456
28
cheesenet
 Efficientnetv2 + custom loss + dynamics -
public_off No
0.447
29
Dhruval Padia
 Ensemble -
public_off No
0.444
30
John's Lab
Independent
Vision transformer - custom head - 6 -
public_off No
0.444
31
NIH NLM AI4M
National Institutes of Health, National Library of Medicine
Multimodal-Image-Text -
public_off No
0.442
32
DBAA
Hanoi University of Science and Technology
Multimodal -
public_off No
0.440
33
CBML_UNIPI
University of Pireaus
EfficientNetV2S_DualFusion_Attention -
public_off No
0.439
34
Erdem Bozyel
 Ensemble v1 -
public Yes
0.437
35
ElaheVisionX SkinAnalytics
 EffNetV2 -
public_off No
0.436
36
Concat-four
 Concat-fold5 -
public_off No
0.436
37
Concat
 Concat-All -
public_off No
0.424
38
DL_2025.1_HUST
 efficientnet-b3 attension fusion -
public_off No
0.421
39
AIEM
Johns Hopkins University
CNN -
public_off No
0.419
40
Soland
UET
EfficientNetV2 -
public_off No
0.413
41
BUPT6
Beijing University of Posts and Telecommunications
ResNext-Pre-6 -
public_off No
0.402
42
XRAI-Keele
Keele University
Swin-v2 with concept-guided cross-attention -
public_off No
0.389
43
slemanfaiz
 ResNet optimized -
public_off No
0.384
44
BUPT3
Beijing University of Posts and Telecommunications
aa2 -
public_off No
0.323
45
BUPT5
Beijing University of Posts and Telecommunications
ResNext-OnlyImage -
public_off No
0.317
46
TestTeam
 TestModel -
public_off No
0.296
47
JMI SkinVision (Farhan khan)
Jamia Millia Islamia
Dual-EfficientNetV2 with Multi Modal Fusion -
public_off No
0.260
48
BUPT4
Beijing University of Posts and Telecommunications
ResNext-OnlyImage -
public_off No
0.239
49
skintell
 SkinTell -
public_off No
0.236
50
fibers
Universitat Politècnica de Barcelona
First test -
public_off No
0.136