Hello, @Rawat Dubey,
Welcome to the Microsoft Q&A platform!
Based on your description, you seem to be experiencing an issue with the Conference Room Resource mailboxes having different statuses in the original sender's and other people's calendars.
In order to change behaviors for all day events in room resource, it is recommended for you to use a PowerShell script or Exchange Web Services (EWS) to set the status of the all-day event to “free”. Given it involves the scripting and use of Powershell and EWS, Exchange is unable to provide support for script directly.
For your reference, here is a document I found on technologies that may be able to solve your problem: https://learn.microsoft.com/en-us/exchange/client-developer/exchange-web-services/how-to-create-all-day-events-by-using-ews-in-exchange.
Hope it can help you with your issue. If not, it is advisable for you to add a Powershell tag.
If the answer is helpful, please click on ACCEPT ANSWER as it could help other members of the Microsoft Q&A community who have similar questions and are looking for solutions.
Thank you for your support and understanding.
Best Wishes,
Alex Zhang