Delete from a table which requires lookup in another table

Problem: To delete rows from TableA based on filter condition which requires a lookup on another table TableB.

Solution 1)

DELETE FROM TableA

FROM

TableA as A INNER JOIN

TableB as B on A.ID = b.ID

WHERE B.COL2 = ''someval' and B.COL3 = 'someval'

Solution 2)

DELETE FROM TableA

WHERE ID IN

(SELECT ID FROM TableB where COL2 = ''someval' and COL3 = 'someval')