MILK10k 2025 Leaderboards

Lesion Diagnosis
Rank 62 total Team 62 unique teams Approach Manuscript Used External Data 14 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
Fluffy Potato
 Medgemma (Medsiglip) -
public Yes
0.567
5
Sébastien Fischman
Damae Medical
Dermo Only Explainable CNN base -
public Yes
0.552
6
Sabancı University ENS491
 rare classes swin v2 -
public Yes
0.548
7
Sabancı University ENS491 Team
 rare classes swin -
public Yes
0.546
8
STRAWB_MILK
QMUL
ViT_ConvNext_Ensemble_v1.4 -
public Yes
0.538
9
AcuvizionAI Belgium
Independent Researcher (Kamran Soleimani)
AcuvizionAI Multi-Modal Fusion -
public_off No
0.538
10
ENS
 Multi-Modal Swin V4 PT -
public Yes
0.531
11
Sabanci_VPA
Sabanci University
EfficientNet_V2 Dual V2.0 - No Metadata + External -
public Yes
0.531
12
PanDerm Team
AIM for Health Lab, Monash University
PanDerm V2 -
public_off No
0.524
13
Benjamin Bruch
Independent Researcher
EfficientNetV2 Ensemble -
public_off No
0.506
14
SkinVP
Sabanci university
Efficient_net_train_bothRare -
public Yes
0.506
15
PikaPika
KAIST
EfficientnetV2 + Metadata MLP Fusion -
public_off No
0.505
16
PawsMakeClickClick
Kharkiv National University of Radio Electronics
Derm_v2 -
public_off No
0.504
17
able_23
PEC Chandigarh
convnext_base + asl -
public_off No
0.499
18
JTeam
 dual_vision -
public_off No
0.495
19
Valor
BRAC University b
ConvNeXt +SwinV2 -
public_off No
0.495
20
BUPT
Beijing University of Posts and Telecommunications
MDCL-fold5 -
public_off No
0.491
21
Unknown
Hidden
Train 2 -
public_off No
0.489
22
Pedro Bento
 SwinV2 (tiny) - 2 epoch mid training -
public Yes
0.486
23
DL_2025.1_HUST
 PanDerm Tri-Modal Fusion -
public_off No
0.486
24
MDCL-SCRL-2
 MDCL-SCRL-FOLD3 -
public_off No
0.485
25
ManuelPla
UOC
Multimodal 1.9 -
public_off No
0.478
26
ElaheVisionX SkinAnalytics
 EffNetV2 -
public_off No
0.477
27
LIFE
Universidade Federal do Espírito Santo
Concatenation baseline custom loss -
public Yes
0.476
28
milkyway
Yonsei iie4123
sampler+customlossv4+v1 ensemble -
public_off No
0.473
29
MDCL-SCRL
 MDCL-SCRL-FOLD1 -
public_off No
0.471
30
MDCL-SCRL-all
 ALL -
public_off No
0.471
31
Nikshay Kataria
 convnext_512 -
public_off No
0.470
32
Hongyuan Xie
Manchester Metropolitan University
Avg_Scale_Size_CNN -
public_off No
0.467
33
SkinGuard
 ResNet50 -
public_off No
0.464
34
Huvy
 Volo D1 Remix -
public Yes
0.463
35
AK
HUST
CNN -
public_off No
0.462
36
Judy
BUAA
resnet50 -
public_off No
0.461
37
It Hurts When IP
Woxsen University
Densenet -
public_off No
0.459
38
Unknown2
Unknown
One fold -
public_off No
0.457
39
ZY
AHU
Dual_SwinTransformer -
public_off No
0.456
40
cheesenet
 Efficientnetv2 + custom loss + dynamics -
public_off No
0.447
41
Dhruval Padia
 Ensemble -
public_off No
0.444
42
John's Lab
Independent
Vision transformer - custom head - 6 -
public_off No
0.444
43
NIH NLM AI4M
National Institutes of Health, National Library of Medicine
Multimodal-Image-Text -
public_off No
0.442
44
CBML_UNIPI
University of Pireaus
EfficientNetV2S_DualFusion_Attention -
public_off No
0.439
45
Erdem Bozyel
 Ensemble v1 -
public Yes
0.437
46
Concat-four
 Concat-fold5 -
public_off No
0.436
47
Concat
 Concat-All -
public_off No
0.424
48
DBAA
Hanoi University of Science and Technology
AMMFA -
public_off No
0.419
49
AIEM
Johns Hopkins University
CNN -
public_off No
0.419
50
Soland
UET
EfficientNetV2 -
public_off No
0.413
51
BUPT6
Beijing University of Posts and Telecommunications
ResNext-Pre-6 -
public_off No
0.402
52
XRAI-Keele
Keele University
Swin-v2 with concept-guided cross-attention -
public_off No
0.389
53
slemanfaiz
 ResNet optimized -
public_off No
0.384
54
BUPT3
Beijing University of Posts and Telecommunications
aa2 -
public_off No
0.323
55
BUPT5
Beijing University of Posts and Telecommunications
ResNext-OnlyImage -
public_off No
0.317
56
TestTeam
 TestModel -
public_off No
0.296
57
Yhltmxh
TEMP
EfficientnetV2 -
public_off No
0.285
58
JMI SkinVision (Farhan khan)
Jamia Millia Islamia
Dual-EfficientNetV2 with Multi Modal Fusion -
public_off No
0.260
59
BUPT4
Beijing University of Posts and Telecommunications
ResNext-OnlyImage -
public_off No
0.239
60
skintell
 SkinTell -
public_off No
0.236
61
catalinapesquet
 MobileNet_clinical -
public_off No
0.200
62
fibers
Universitat Politècnica de Barcelona
First test -
public_off No
0.136