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. 2024 Jan 30;17:1324831. doi: 10.3389/fnbot.2023.1324831

Table 5.

Ablation experiments on the GoogLeNet module using different datasets.

Model Datasets
Music Emotion Dataset Multimodal DataSet
Accuracy Recall F1 Score AUC Accuracy Recall F1 Score AUC
ResNet 93.75 88.89 87.7 90.39 89.47 86.9 85.74 90.29
VGGNet 94 93.38 84.57 86.38 87.08 87.73 84.8 88.74
DenseNet 95.9 86.73 90.68 84.74 95.07 93.53 86.95 90.8
GoogLeNet 96.98 93.46 92.67 93.22 96.98 93.46 92.67 93.22