Sonar
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
SONAR
9.37EER
6
Sonar
613.84Objective Value
6
Sonar (test)
3.44Average Execution Time (ms)
6
Sonar 61D
-50.58ELBO
6
SONAR
84.9mIoU
6
sonar
84Accuracy
5
Sonar
81Accuracy
5
Sonar
93.95Combined TW+CN Score
5
Sonar 20% MNAR (test)
76.19Test Accuracy
5
Sonar MAR imputed (test)
78.02Accuracy (Test)
5
Sonar MCAR Imputed (test)
75.56Test Accuracy
5
Sonar QP and dual SVM
28Iterations
4
Sonar Low rank least squares
31Iterations
4
Sonar
87.95Accuracy
4
sonar
91.59Clustering Accuracy
4
sonar
0.62Mean Euclidean Distance
4
sonar
0.002Average Run Time (seconds)
4
SONAR 1.0 (10-fold cross val)
88F1 Score
4
Sonar (UCI) (10-fold cross-validation)
0.81AUC
4
sonar
75.68Average Balanced Accuracy
3
Sonar Rejected
2.04Avg Explanation Size
3
Sonar
52.44Average Explanation Size
3
SoNaR-1 fine-grained (test)
96.8Accuracy
3
SoNaR-1 fine-grained (dev)
97Accuracy
3
SoNaR-1 fine-grained (train)
99.5Accuracy
3