Use of empty tables in Join in SQL server

If I use empty tables in a join, then will it impact query performance. if it affects the performance, then how much.

Also, will index creation make any impact?

As I can see the execution plan, the table is present there, but the cost is 0.

I cannot remove table from query due to maintain code consistency.

Thanks in advance for your suggestions.