Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Fault Diagnosis on 20-class fault diagnosis dataset (test)
Loading...
96.7
Accuracy
Paired-mirror residuals + ResNet
91.604
92.927
94.25
95.573
Apr 3, 2026
Accuracy
Macro-F1
Per-class F1 std
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro-F1
Per-class F1 std
Paired-mirror residuals + ResNet
Feature extraction mod...
2026.04
96.7
96.7
9.9
Paired-mirror residuals + LSTM
Feature extraction mod...
2026.04
96.5
96.4
10.7
Paired-mirror residuals + Transformer
Feature extraction mod...
2026.04
96.4
96.3
10.7
Paired-mirror residuals + 1D-CNN
Feature extraction mod...
2026.04
96.2
96.2
11.1
GRU surrogate residuals + ResNet
Feature extraction mod...
2026.04
95.8
95.8
10.3
GRU surrogate residuals + 1D-CNN
Feature extraction mod...
2026.04
95.8
95.7
12.2
GRU surrogate residuals + LSTM
Feature extraction mod...
2026.04
95.2
95.1
13
Raw states + Transformer
Feature extraction mod...
2026.04
95.2
95.1
12.1
GRU surrogate residuals + Transformer
Feature extraction mod...
2026.04
94.9
94.9
14.9
Paired-mirror residuals + SVM
Feature extraction mod...
2026.04
94.4
94.4
12.6
Raw states + ResNet
Feature extraction mod...
2026.04
93.7
93.7
16.3
Paired-mirror residuals + RF
Feature extraction mod...
2026.04
91.8
91.9
13.9
Feedback
Search any
task
Search any
task