Table 8 Comparison of HcmcNet with recent studies.

From: A hypergraph cell membrane computing network model for soybean disease identification

Models

Date

Datasets

Accuracy (%)

TRNet1831

2023.09

Private

99.53

TFANet33

2023.09

ASDID

98.18

RANet1837

2023.06

Private

96.50

DenseNet20136

2022.12

ASDID

96.80

CNN-SVM34

2021.06

Private

94.17

MF3R-CNN38

2021.04

Private

83.34

HcmcNet (Ours)

2024.07

Private

98.00

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