MILK10k 2025 Leaderboards

Lesion Diagnosis
Rank 60 total Team 60 unique teams Approach Manuscript Used External Data 12 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
Rohan Iyer + External Data
University of Minnesota
Dual Ensemble I -
public Yes
0.602
4
Sabancı University ENS491
 rare classes swin v2 -
public Yes
0.548
5
Sabancı University ENS491 Team
 rare classes swin -
public Yes
0.546
6
STRAWB_MILK
QMUL
ViT_ConvNext_Ensemble_v1.4 -
public Yes
0.538
7
AcuvizionAI Belgium
Independent Researcher (Kamran Soleimani)
AcuvizionAI Multi-Modal Fusion -
public_off No
0.538
8
ENS
 Multi-Modal Swin V4 PT RC -
public Yes
0.531
9
Sabanci_VPA
Sabanci University
EfficientNet_V2 Dual V2.0 - No Metadata + External -
public Yes
0.531
10
PanDerm Team
AIM for Health Lab, Monash University
PanDerm V2 -
public_off No
0.524
11
Benjamin Bruch
Independent Researcher
EfficientNetV2 Ensemble -
public_off No
0.506
12
Sébastien Fischman
Damae Medical
Dermo Only Explainable CNN base -
public Yes
0.506
13
PikaPika
KAIST
EfficientnetV2 + Metadata MLP Fusion -
public_off No
0.505
14
PawsMakeClickClick
Kharkiv National University of Radio Electronics
Derm_v2 -
public_off No
0.504
15
able_23
PEC Chandigarh
convnext_base + asl -
public_off No
0.499
16
JTeam
 dual_vision -
public_off No
0.495
17
Valor
BRAC University b
ConvNeXt +SwinV2 -
public_off No
0.495
18
BUPT
Beijing University of Posts and Telecommunications
MDCL-fold5 -
public_off No
0.491
19
Unknown
Hidden
Train 2 -
public_off No
0.489
20
Pedro Bento
 SwinV2 (tiny) - 2 epoch mid training -
public Yes
0.486
21
DL_2025.1_HUST
 PanDerm Tri-Modal Fusion -
public_off No
0.486
22
MDCL-SCRL-2
 MDCL-SCRL-FOLD3 -
public_off No
0.485
23
ManuelPla
UOC
Multimodal 1.9 -
public_off No
0.478
24
ElaheVisionX SkinAnalytics
 EffNetV2 -
public_off No
0.477
25
LIFE
Universidade Federal do Espírito Santo
Concatenation baseline custom loss -
public Yes
0.476
26
milkyway
Yonsei iie4123
sampler+customlossv4+v1 ensemble -
public_off No
0.473
27
MDCL-SCRL
 MDCL-SCRL-FOLD1 -
public_off No
0.471
28
MDCL-SCRL-all
 ALL -
public_off No
0.471
29
Nikshay Kataria
 convnext_512 -
public_off No
0.470
30
Hongyuan Xie
Manchester Metropolitan University
Avg_Scale_Size_CNN -
public_off No
0.467
31
SkinGuard
 ResNet50 -
public_off No
0.464
32
Huvy
 Volo D1 Remix -
public Yes
0.463
33
AK
HUST
CNN -
public_off No
0.462
34
Judy
BUAA
resnet50 -
public_off No
0.461
35
It Hurts When IP
Woxsen University
Densenet -
public_off No
0.459
36
Unknown2
Unknown
One fold -
public_off No
0.457
37
ZY
AHU
Dual_SwinTransformer -
public_off No
0.456
38
cheesenet
 Efficientnetv2 + custom loss + dynamics -
public_off No
0.447
39
Dhruval Padia
 Ensemble -
public_off No
0.444
40
John's Lab
Independent
Vision transformer - custom head - 6 -
public_off No
0.444
41
NIH NLM AI4M
National Institutes of Health, National Library of Medicine
Multimodal-Image-Text -
public_off No
0.442
42
CBML_UNIPI
University of Pireaus
EfficientNetV2S_DualFusion_Attention -
public_off No
0.439
43
Erdem Bozyel
 Ensemble v1 -
public Yes
0.437
44
Concat-four
 Concat-fold5 -
public_off No
0.436
45
DBAA
Hanoi University of Science and Technology
Multimodal -
public_off No
0.434
46
Concat
 Concat-All -
public_off No
0.424
47
AIEM
Johns Hopkins University
CNN -
public_off No
0.419
48
Soland
UET
EfficientNetV2 -
public_off No
0.413
49
BUPT6
Beijing University of Posts and Telecommunications
ResNext-Pre-6 -
public_off No
0.402
50
XRAI-Keele
Keele University
Swin-v2 with concept-guided cross-attention -
public_off No
0.389
51
slemanfaiz
 ResNet optimized -
public_off No
0.384
52
BUPT3
Beijing University of Posts and Telecommunications
aa2 -
public_off No
0.323
53
BUPT5
Beijing University of Posts and Telecommunications
ResNext-OnlyImage -
public_off No
0.317
54
TestTeam
 TestModel -
public_off No
0.296
55
Yhltmxh
TEMP
EfficientnetV2 -
public_off No
0.285
56
JMI SkinVision (Farhan khan)
Jamia Millia Islamia
Dual-EfficientNetV2 with Multi Modal Fusion -
public_off No
0.260
57
BUPT4
Beijing University of Posts and Telecommunications
ResNext-OnlyImage -
public_off No
0.239
58
skintell
 SkinTell -
public_off No
0.236
59
catalinapesquet
 MobileNet_clinical -
public_off No
0.200
60
fibers
Universitat Politècnica de Barcelona
First test -
public_off No
0.136