Our new X account is live! Follow @wizwand_team for updates
Search any
task
Feedback
Search any
task
SOTA Fault Diagnosis benchmarks and papers with code | Wizwand
Our new X account is live! Follow @wizwand_team for updates
Home
/
Tasks
Fault Diagnosis
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
RMIS Fault Diagnosis Suite (IICA, IIEE, WTPG, MaFaulDa, SDUST, UMGED, PU)
FISHER
Overall Mean Score
63.31
28
4d ago
DIRG (Total)
AeroGPT
Accuracy
0.9894
18
4d ago
DIRG (Defective)
AeroGPT
Accuracy
98.42
18
4d ago
DIRG (Non-Defective)
AeroGPT
Accuracy
99.46
18
4d ago
HIT Bearing Dataset (test)
AeroGPT
Accuracy
100
18
4d ago
PU
DaSheng
Vibration Score
72.63
14
4d ago
UMGED
DaSheng
Vib Score
6.59
14
4d ago
SDUST
FISHER
Sound Component Score
14.85
14
4d ago
MaFaulDa
FISHER
Sound Score
0.7092
14
4d ago
WTPG
CED
Area under Multi-Split Curve
86.04
14
4d ago
IICA
FISHER
Area under Multi-Split Curve
84.59
14
4d ago
Motor Fault Diagnosis Dataset (test)
DANN
Accuracy
80.22
5
4d ago
Motor Fault Diagnosis Dataset (val)
CNN
Accuracy
96.78
5
4d ago
Motor Fault Diagnosis Dataset (train)
CNN
Accuracy
99.94
5
4d ago
Fault Diagnosis
TS-TCC
Transition A->B Accuracy
0.4315
2
4d ago
Fault Diagnosis (test)
MLP
F0.5 Score
93.7
1
4d ago
Real-robot (test)
digital failure twin (LSTM)
Accuracy
61.56
1
4d ago
Simulation (val)
digital failure twin (LSTM)
Mean Accuracy
92.44
1
4d ago
Simulation (train)
digital failure twin (LSTM)
Mean Accuracy
98.12
1
4d ago
Showing 19 of 19 rows
25 / page
50 / page
100 / page
1
Search any
task
Search any
task
Terms of Service
FAQs
