Fault Intensity Diagnosis on Cavitation-Noise

99.94AccuracyDHK+UFmer-B

Evaluation results

Method
DHK+UFmer-B2026.04	99.94	99.94	99.94	99.94
DHK+UFmer-B2026.04	99.94	99.94	99.94	99.94
DHK+PerViT-B2026.04	99.88	99.88	99.88	99.88
DHK+CoNeXt-B2026.04	99.81	99.81	99.81	99.81
DHK+CoNeXt-B2026.04	99.81	99.81	99.81	99.81
DHK+Swin-B2026.04	99.75	99.75	99.75	99.75
DHK+Swin-B2026.04	99.75	99.75	99.75	99.75
HKG-Swin-B2026.04	99.63	99.63	99.63	99.62
DHK+ResNet182026.04	99.31	99.31	99.31	99.31
DHK+ResNet342026.04	99.25	99.25	99.25	99.25
DHK+ResNet342026.04	99.25	99.25	99.25	99.25
Swin-B2026.04	99.19	99.19	99.19	99.19
DHK+ViT-B2026.04	99.06	99.07	99.06	99.06
HKG-ResNet342026.04	99.06	99.06	99.06	99.06
ResNet182026.04	98.94	98.94	98.94	98.94
DHK+DeNet1692026.04	98.94	98.94	98.94	98.94
ResNet342026.04	98.81	98.82	98.81	98.81
DHK+VGG112026.04	98.81	98.82	98.81	98.81
LSTM-RDRN2026.04	98.71	98.4	98.53	98.46
DenseNet1692026.04	98.69	98.69	98.69	98.69
VGG162026.04	98.44	98.44	98.44	98.44
UniFormer-B2026.04	98.31	98.31	98.31	98.91
DenseNet1612026.04	98.25	98.25	98.25	98.25
PerViT-B2026.04	98.25	98.25	98.25	98.25
ResNet502026.04	98.19	98.2	98.19	98.19
VGG132026.04	98.19	98.19	98.19	98.19
ConvNeXt-B2026.04	98.13	98.13	98.13	98.13
DenseNet1212026.04	97.94	97.94	97.94	97.94
UniFormer-S2026.04	97.94	97.94	97.94	97.94
ConvNeXt-S2026.04	97.88	97.88	97.88	97.87
VGG112026.04	97.81	97.82	97.81	97.81
Swin-S2026.04	97.63	97.63	97.63	97.63
PerViT-T2026.04	97.63	97.63	97.63	97.63
ConvNeXt-T2026.04	97.56	97.57	97.56	97.56
DHK+MbNetv22026.04	97.38	97.39	97.38	97.37
Swin-T2026.04	97.38	97.4	97.38	97.38
ResNet-APReLU2026.04	97.29	96.77	97.49	97.12
ViT-B2026.04	97.25	97.25	97.25	97.25
MIPLCNet2026.04	96.57	95.78	96.61	96.18
ViT-S2026.04	96.5	96.5	96.5	96.5
ViT-T2026.04	96.19	96.19	96.19	96.19
LiftingNet2026.04	95.86	94.62	95.84	95.2
DHK+ShNet-1.52026.04	94.56	94.57	94.56	94.56
MoNetv22026.04	94.13	94.13	94.13	94.13
MoNetv3L2026.04	93.44	93.49	93.44	93.44
MoNetv3S2026.04	92.38	92.44	92.38	92.37
BCNN2026.04	92.14	89.75	92.71	91.03
ShuNet-1.52026.04	90.94	90.94	90.94	90.92
ShuNet-1.02026.04	90.56	90.6	90.56	90.57
ShuNet-0.52026.04	90.06	90.06	90.06	90.06
ShuNet-2.02026.04	89.94	89.95	89.94	89.94