CWRU
Benchmarks
TaskDatasetSOTA resultTrendResults
CWRU
100AUC
12
CWRU dataset
98.5Accuracy
11
CWRU
0.044Inference Time (s)
9
CWRU Scenario No.1 (test)
98OOD Uncertainty Score
8
CWRU (test)
99.5F1-score
8
CWRU (test)
94.77Performance Metric P1
7
CWRU
99.5Test Accuracy
6
CWRU 0 dB SNR
78.26W1 Score
6
CWRU 10 dB SNR
83.72W1
6
CWRU
99.48F1 Score
6
CWRU Average
89.1OOD Utility Transfer (UT)
4
CWRU Scenario No.5
97.1OOD UT Score
4
CWRU Scenario No.4
96.2OOD Utility Transfer (UT)
4
CWRU Scenario No.3
90.3OOD Utility Transfer (UT)
4
CWRU Scenario No.2
83.8OOD Utility Transfer (UT)
4
CWRU Scenario No.0
82.9OOD Utility Transfer (UT)
4
CWRU dataset
239.55Training Time
4
CWRU Average across Scenarios (test)
97.5OOD UT
4
CWRU Scenario No.5 (test)
99.6OOD Utility Transfer
4
CWRU Scenario No.4 (test)
100OOD Utility Transfer (%)
4
CWRU Scenario No.3 (test)
99.4OOD UT Score
4
CWRU Scenario No.2 (test)
98.7OOD Utility Transfer (UT)
4
CWRU Scenario No.0 (test)
96.9Utility Transfer (OOD -> ID)
4
CWRU (test)
99.5Test Accuracy
2