Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Skin Cancer Classification on HAM10000 2018
Loading...
71.2
Group 0 Score
SEPL
66.624
67.812
69
70.188
Dec 11, 2025
Group 0 Score
Group 1 Score
Group 2 Score
Group 3 Score
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Group 0 Score
Group 1 Score
Group 2 Score
Group 3 Score
Average Score
SEPL
Label Noise=25%
2025.12
71.2
75.8
69.1
61.7
69.5
ADRMX
Label Noise=25%
2025.12
70
71
60.1
57.5
64.6
ERM++
Label Noise=25%
2025.12
69.1
75
65
59.8
67.2
VREx
Label Noise=25%
2025.12
68.5
73.3
62.4
57
65.3
ERM
Label Noise=25%
2025.12
67.8
73.7
61.5
60.5
65.9
Mixup
Label Noise=25%
2025.12
67.3
71.9
59.7
60.1
64.7
CORAL
Label Noise=25%
2025.12
67
71.6
61.5
56.8
64.2
GroupDRO
Label Noise=25%
2025.12
66.8
73.7
59.5
57
64.3
IRM
Label Noise=25%
2025.12
66.8
73.8
63.5
54.6
64.6
Feedback
Search any
task
Search any
task