How to recover deleted Distribution Lists

Hello Team,

We have a bunch of Distribution Lists from EAC. Now, we noticed that when a Distribution Lists gets deleted, it does not show up under the Deleted Groups both in Admin Portal and Azure Portal.

Ran Get-AzureADMSDeletedGroup but it's not showing either.

However, deleting M365 Groups shows up both in the UI and in powershell. How to recover deleted Distribution Lists? Thank you!