You also need to include checkout error block like this:
[accept_stripe_payment_checkout_error]
There was an error with the credit card transaction. Error details below:
{error_msg}
[/accept_stripe_payment_checkout_error]Customize the Thank You Page URL and Message of the Stripe Payments Plugin