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Classification on UCI Hydraulic Systems (unseen)
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99.8
Valve Condition Accuracy (4-class)
CHARM
95.848
96.874
97.9
98.926
May 29, 2026
Valve Condition Accuracy (4-class)
Cooler Condition Accuracy (3-class)
Pump Leakage Accuracy (3-class)
Accumulator Pressure Accuracy (4-class)
Updated 2d ago
Evaluation Results
Method
Method
Links
Valve Condition Accuracy (4-class)
Cooler Condition Accuracy (3-class)
Pump Leakage Accuracy (3-class)
Accumulator Pressure Accuracy (4-class)
CHARM
embeddings=frozen, cla...
2026.05
99.8
100
84.6
85.7
1D-CNN
mode=Best published su...
2026.05
96
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