Sonar
Benchmarks
TaskDatasetSOTA resultTrendResults
sonar
87.5Accuracy
41
sonar
92.2F1-score
28
SONAR
0.91EER
19
sonar 25% feature noise
87.5Accuracy
14
sonar 25% label noise
83.8Mean F1-Score
14
sonar 25% label noise (test)
82.6Accuracy
14
sonar 25% feature noise
88.1F1 Score
14
sonar (test)
82.1Accuracy
12
Sonar (10-fold cross-validation)
82AUC
12
Sonar 30% MCAR
0.215AvgErr
11
Sonar 60D
1ARI
10
Sonar
0.69PWRS
10
sonar
1Validity
8
Sonar (test)
90.21Mean F1 Score
8
SONAR v1 (Evaluation)
9.37EER
7
sonar
79.2F1-score
7
sonar 0% noise (test)
91.4Accuracy
7
sonar 0% noise
80F1-score
7
sonar UCI (test)
87Accuracy
7
sonar 25% feature noise (test)
80.1F1-score
7
sonar 25% feature noise (test)
78.9Accuracy
7
sonar 0% noise
79.4Accuracy
7
Sonar d=34
-109.14Avg. Posterior Log-Likelihood
7
Sonar d = 61 (test)
-108.62Predictive Likelihood
7
SONAR
78.2F1 Score
7