Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Skin Cancer Classification on ISIC, HAM, and DERM7 (small external)
Loading...
73.2
Average Accuracy
UniPrompt-CL
59.16
62.805
66.45
70.095
Aug 14, 2025
Average Accuracy
BWT Score
Average F1 Score
CAR (Threshold 0.5)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Accuracy
BWT Score
Average F1 Score
CAR (Threshold 0.5)
UniPrompt-CL
GFLOPs=44.17
2025.08
73.2
-0.049
4.9
10.5
OS++
GFLOPs=51.12
2025.08
72.5
-0.063
6.3
9.5
DER++
GFLOPs=168.02
2025.08
72.2
-0.099
9.9
5
Coda-Prompt
GFLOPs=134.33
2025.08
71.3
-0.041
4.1
5.9
Online EWC
GFLOPs=100.62
2025.08
70.8
-0.157
15.7
6
OS
GFLOPs=34.26
2025.08
68.2
-0.135
13.5
10.1
Dual-prompt
GFLOPs=105.05
2025.08
63.7
-0.012
1.2
6.1
MoE-Adapters
GFLOPs=105.64
2025.08
59.7
-0.04
4
5.6
Feedback
Search any
task
Search any
task