Invoice Not Showing Tax When Price Inclusive Tax

When "Enter Prices Inclusive of Tax?" option is checked in Store Settings > General section, the Invoice PDF doesn't show the Tax rate. Is there any way I can show the Tax Rate even though the Prices are inclusive of Tax?

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