Under Financial Reports, you'll find Payment Reporting. Payments are broken out into 3 categories:
Successful Payments: all payments that have been processed successfully
Refunded Payments: payments that have been refunded
Failed Payments: payments that are trying to be processed but are not failing
Once a failed payment has been successfully processed, it will no longer appear on the Failed Payments report and it will appear on the Successful Payments report.