Dermatology
Benchmarks
TaskDatasetSOTA resultTrendResults
dermatology
0.013Confidence Calibration Error
66
dermatology
98.49Accuracy
26
dermatology
0.92AMI
26
Dermatology
95.25Accuracy
24
Dermatology
98.54F1-score
15
Dermatology (test)
97.94F1 Score (%)
14
Dermatology
66.1ARI
13
Dermatology
-0.088BWT-ARI
12
dermatology
97.3Weighted F1
9
dermatology
0.999AUC
9
dermatology
97.3Accuracy
9
dermatology
1G-Mean
9
Dermatology (test)
97.94F1 Score
9
Dermatology
22.27rFID
8
Dermatology
0.56Avg Inc ARI
7
Dermatology UCI
0.001CPU Time (s)
7
Dermatology (UCI)
74.73Accuracy
7
Dermatology (5-fold cross-validation)
86.87Accuracy
7
Dermatology
56.76Accuracy
7
Dermatology
0.019Runtime (s)
5
Dermatology
98.1Accuracy
5
Dermatology
96.16Performance ((TW + CN)/2)
5
dermatology Out-of-sample
15.66Mean Error
4
Dermatology In-sample
13.27Mean Error
4
Dermatology large variance
0.311NP1
4