Fault Intensity Diagnosis on Cavitation-Long

94.92AccuracyDHK+UFmer-B

Evaluation Results

Method
DHK+UFmer-B2026.04	94.92	91.82	94.79	93.17
DHK+UFmer-B2026.04	94.92	91.82	94.79	93.17
DHK+PerViT-B2026.04	94.81	92.14	94.7	93.33
DHK+CoNeXt-B2026.04	94.35	91.03	94.3	92.52
DHK+CoNeXt-B2026.04	94.35	91.03	94.3	92.52
DHK+Swin-B2026.04	94.19	90.88	94.43	92.45
DHK+Swin-B2026.04	94.19	90.88	94.43	92.45
DHK+DeNet1692026.04	94.07	90.59	94.16	92.18
DHK+ViT-B2026.04	94.01	90.6	93.84	92.06
DHK+ResNet342026.04	93.97	90.39	93.85	91.94
DHK+ResNet342026.04	93.97	90.39	93.85	91.94
UniFormer-B2026.04	93.56	89.92	93.7	91.59
HKG-Swin-B2026.04	93.18	89.58	93.4	91.27
DHK+ResNet182026.04	93.1	89.36	93.2	91.04
PerViT-B2026.04	93.03	89.08	93.3	90.9
ConvNeXt-B2026.04	93	89.12	92.58	90.67
Swin-B2026.04	92.88	88.91	93.09	90.73
UniFormer-S2026.04	92.82	88.82	93.12	90.69
ViT-B2026.04	92.65	88.77	92.46	90.4
PerViT-T2026.04	92.64	88.68	92.81	90.46
HKG-ResNet342026.04	92.44	88.55	92.21	90.16
DenseNet1692026.04	92.08	87.78	92.14	89.65
ConvNeXt-S2026.04	91.97	87.81	92.02	89.63
ViT-S2026.04	91.93	87.84	92.08	89.68
Swin-S2026.04	91.9	87.72	91.43	89.35
ResNet342026.04	91.88	87.6	91.86	89.42
DenseNet1612026.04	91.84	87.84	92.07	89.67
ConvNeXt-T2026.04	91.8	87.62	91.6	89.36
Swin-T2026.04	91.64	87.35	91.59	89.16
ResNet502026.04	91.45	87.09	91.25	88.89
ViT-T2026.04	91.23	86.85	91.09	88.69
DenseNet1212026.04	91.16	86.73	91.24	88.66
LSTM-RDRN2026.04	91.14	89.36	91.55	90.32
ResNet182026.04	90.83	86.31	90.75	88.21
DHK+ShNet-1.52026.04	90.83	86.31	90.75	88.21
ResNet-APReLU2026.04	90.71	88.83	90.91	89.7
DHK+MbNetv22026.04	90.37	85.59	90.21	87.52
MIPLCNet2026.04	89.14	87.06	88.18	87.55
ShuNet-1.52026.04	88.89	83.68	89.06	85.84
LiftingNet2026.04	88.43	86.31	87.97	87.05
MoNetv22026.04	88.3	82.99	88.08	85.04
MoNetv3L2026.04	86.87	81.14	86.43	83.24
BCNN2026.04	85.71	82.42	85.09	83.56
MoNetv3S2026.04	85.38	79.45	85.56	81.72
DHK+VGG112026.04	84.18	78.29	84.13	80.48
VGG162026.04	83.38	77.3	83.14	79.44
ShuNet-0.52026.04	83.27	77.15	83.39	79.36
ShuNet-1.02026.04	83	76.85	83.06	79.04
ShuNet-2.02026.04	82.53	76.11	81.94	78.17
VGG132026.04	81.56	75.21	82	77.5
VGG112026.04	80.78	74.46	81.11	76.69