Barely Significant
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MVBeetle: an interpretable multi-view deep learning model for fine-grained classification of Galerucinae and Alticinae (Coleoptera: Chrysomelidae).

Front Plant Sci · 2026 · PMC13095795 · PMID 42023004

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highly significantp< 0.01actually significant
Statistical analysis in Supplementary Table 6 confirms that all observed performance improvements are significant: for ResNet18 and ResNet50, both McNemar, paired t-test, and Wilcoxon tests indicate highly significant gains (p< 0.01), while VGG16 and MobileNetV2 also show consistent improvements, with most comparisons reaching p< 0.05.

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