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. 2022 Nov 30:1–27. Online ahead of print. doi: 10.1007/s10844-022-00764-y

Table 4.

Validation and testing accuracy for visual sentiment data

Text model Validation accuracy Test accuracy
VGG19 74.22% 68%
ResNet50 71.11% 66.44%
ResNet50V2 72.89% 68.89%
InceptionV3 73.33% 68.89%
Xception 75.11% 70%

Bold indicates models with better performance measures (here validation and Test accuracy)