The correct methods to retrieve the first 3 rows of a DataFrame in Apache Spark are take(3) and head(3). take(3) returns the first n rows as a list of Row objects, and head(3) returns the first n rows, similar to take(3). Other options provided are invalid as they either do not exist (top_n(3), n(3)) or are used incorrectly (collect(3)).