Fault Diagnosis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
100FDR
126
Apr 23, 2026
63.31Overall Mean Score
28
Feb 26, 2026
0.989Accuracy
18
Feb 26, 2026
98.42Accuracy
18
Feb 26, 2026
99.46Accuracy
18
Feb 26, 2026
100Accuracy
18
Feb 26, 2026
72.63Vibration Score
14
Feb 26, 2026
6.59Vib Score
14
Feb 26, 2026
14.85Sound Component Score
14
Feb 26, 2026
0.709Sound Score
14
Feb 26, 2026
86.04Area under Multi-Split Curve
14
Feb 26, 2026
84.59Area under Multi-Split Curve
14
Feb 26, 2026
96.7Accuracy
12
Apr 28, 2026
98.5Accuracy
11
Mar 5, 2026
76.76Accuracy
9
Jun 26, 2026
99.53Average Accuracy
9
Mar 9, 2026
80.06Accuracy
9
Mar 9, 2026
81.5Accuracy
9
Mar 9, 2026
85.33Accuracy
9
Mar 9, 2026
87.69Accuracy
9
Mar 9, 2026
89.33Accuracy (%)
9
Mar 9, 2026
98.75H-score
7
Jul 7, 2026
87.35H-score
7
Jul 7, 2026
98.83H-score
7
Jul 7, 2026
96.89H-score
7
Jul 7, 2026