MILK10k 2025 Leaderboards

Lesion Diagnosis
Rank 52 total Team 52 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 VI (ConvNeXt + Swin-V2) -
public_off No
0.609
3
AcuvizionAI Belgium
Independent Researcher (Kamran Soleimani)
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
ENS
 Multi-Modal Swin V2 -
public_off No
0.506
6
Benjamin Bruch
Independent Researcher
EfficientNetV2 Ensemble -
public_off No
0.506
7
PikaPika
KAIST
EfficientnetV2 + Metadata MLP Fusion -
public_off No
0.505
8
PawsMakeClickClick
Kharkiv National University of Radio Electronics
Derm_v2 -
public_off No
0.504
9
able_23
PEC Chandigarh
convnext_base + asl -
public_off No
0.499
10
Sabanci_VPA
Sabanci University
EfficientNet_V2 Dual V2.2 - Rare Classes -
public_off No
0.498
11
JTeam
 dual_vision -
public_off No
0.495
12
Valor
BRAC University b
ConvNeXt +SwinV2 -
public_off No
0.495
13
BUPT
Beijing University of Posts and Telecommunications
MDCL-fold5 -
public_off No
0.491
14
Unknown
Hidden
Train 2 -
public_off No
0.489
15
Pedro Bento
 SwinV2 (tiny) - 2 epoch mid training -
public Yes
0.486
16
DL_2025.1_HUST
 PanDerm Tri-Modal Fusion -
public_off No
0.486
17
MDCL-SCRL-2
 MDCL-SCRL-FOLD3 -
public_off No
0.485
18
ManuelPla
UOC
Multimodal 1.9 -
public_off No
0.478
19
LIFE
Universidade Federal do Espírito Santo
Concatenation baseline custom loss -
public Yes
0.476
20
milkyway
Yonsei iie4123
sampler+customlossv4+v1 ensemble -
public_off No
0.473
21
MDCL-SCRL
 MDCL-SCRL-FOLD1 -
public_off No
0.471
22
MDCL-SCRL-all
 ALL -
public_off No
0.471
23
Nikshay Kataria
 convnext_512 -
public_off No
0.470
24
Hongyuan Xie
Manchester Metropolitan University
Avg_Scale_Size_CNN -
public_off No
0.467
25
SkinGuard
 ResNet50 -
public_off No
0.464
26
Huvy
 Volo D1 Remix -
public Yes
0.463
27
AK
HUST
CNN -
public_off No
0.462
28
Judy
BUAA
resnet50 -
public_off No
0.461
29
It Hurts When IP
Woxsen University
Densenet -
public_off No
0.459
30
ZY
AHU
Dual_SwinTransformer -
public_off No
0.456
31
cheesenet
 Efficientnetv2 + custom loss + dynamics -
public_off No
0.447
32
Dhruval Padia
 Ensemble -
public_off No
0.444
33
John's Lab
Independent
Vision transformer - custom head - 6 -
public_off No
0.444
34
NIH NLM AI4M
National Institutes of Health, National Library of Medicine
Multimodal-Image-Text -
public_off No
0.442
35
DBAA
Hanoi University of Science and Technology
Multimodal -
public_off No
0.440
36
CBML_UNIPI
University of Pireaus
EfficientNetV2S_DualFusion_Attention -
public_off No
0.439
37
Erdem Bozyel
 Ensemble v1 -
public Yes
0.437
38
ElaheVisionX SkinAnalytics
 EffNetV2 -
public_off No
0.436
39
Concat-four
 Concat-fold5 -
public_off No
0.436
40
Concat
 Concat-All -
public_off No
0.424
41
AIEM
Johns Hopkins University
CNN -
public_off No
0.419
42
Soland
UET
EfficientNetV2 -
public_off No
0.413
43
BUPT6
Beijing University of Posts and Telecommunications
ResNext-Pre-6 -
public_off No
0.402
44
XRAI-Keele
Keele University
Swin-v2 with concept-guided cross-attention -
public_off No
0.389
45
slemanfaiz
 ResNet optimized -
public_off No
0.384
46
BUPT3
Beijing University of Posts and Telecommunications
aa2 -
public_off No
0.323
47
BUPT5
Beijing University of Posts and Telecommunications
ResNext-OnlyImage -
public_off No
0.317
48
TestTeam
 TestModel -
public_off No
0.296
49
JMI SkinVision (Farhan khan)
Jamia Millia Islamia
Dual-EfficientNetV2 with Multi Modal Fusion -
public_off No
0.260
50
BUPT4
Beijing University of Posts and Telecommunications
ResNext-OnlyImage -
public_off No
0.239
51
skintell
 SkinTell -
public_off No
0.236
52
fibers
Universitat Politècnica de Barcelona
First test -
public_off No
0.136