Hi Prachi,
You can delete mass reports in salesforce.
In Setup, under Data Management > Mass Delete Records, select Mass Delete Reports and configure a filter to find reports that need to be deleted. Reports that you delete go into the recycle bin. They aren’t permanently deleted until you clear your recycle bin.
Note: You can’t mass-delete reports that are scheduled or are used in dashboards or analytic snapshots.
Thanks