Is there a report that shows the Payment received against charges?

Navigate to Reports>Detail Reports>Collection:

Click on the Collection link, it will redirect to the Collection report page. Now click on the drop down menu in the Report type field and select Payment against charges option:

Select the required Start Date and End Date and click on the Print Report. You will be able to view the report.