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 |