diff --git a/sql/core/src/test/scala/org/apache/spark/sql/GenTPCDSData.scala b/sql/core/src/test/scala/org/apache/spark/sql/GenTPCDSData.scala
index 00b757e4f78fb..48a16f01d5749 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/GenTPCDSData.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/GenTPCDSData.scala
@@ -359,7 +359,7 @@ class GenTPCDSDataConfig(args: Array[String]) {
   private def printUsageAndExit(exitCode: Int): Unit = {
     // scalastyle:off
     System.err.println("""
-      |build/sbt "test:runMain <this class> [Options]"
+      |build/sbt "Test/runMain <this class> [Options]"
       |Options:
       |  --master                        the Spark master to use, default to local[*]
       |  --dsdgenDir                     location of dsdgen
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/ExternalAppendOnlyUnsafeRowArrayBenchmark.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/ExternalAppendOnlyUnsafeRowArrayBenchmark.scala
index e7f83cb7eb4bc..0078c3f9f65de 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/execution/ExternalAppendOnlyUnsafeRowArrayBenchmark.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/execution/ExternalAppendOnlyUnsafeRowArrayBenchmark.scala
@@ -33,9 +33,9 @@ import org.apache.spark.util.collection.unsafe.sort.UnsafeExternalSorter
  *   1. without sbt:
  *      bin/spark-submit --class <this class> --jars <spark core test jar> <spark sql test jar>
  *   2. build/sbt build/sbt ";project sql;set javaOptions
- *        in Test += \"-Dspark.memory.debugFill=false\";test:runMain <this class>"
+ *        in Test += \"-Dspark.memory.debugFill=false\";Test/runMain <this class>"
  *   3. generate result: SPARK_GENERATE_BENCHMARK_FILES=1 build/sbt ";project sql;set javaOptions
- *        in Test += \"-Dspark.memory.debugFill=false\";test:runMain <this class>"
+ *        in Test += \"-Dspark.memory.debugFill=false\";Test/runMain <this class>"
  *      Results will be written to
  *      "benchmarks/ExternalAppendOnlyUnsafeRowArrayBenchmark-results.txt".
  * }}}
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TakeOrderedAndProjectBenchmark.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TakeOrderedAndProjectBenchmark.scala
index 88cdfebbb1734..1244dd0299813 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TakeOrderedAndProjectBenchmark.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TakeOrderedAndProjectBenchmark.scala
@@ -28,9 +28,9 @@ import org.apache.spark.sql.internal.SQLConf
  *   1. without sbt:
  *      bin/spark-submit --class <this class>
  *        --jars <spark core test jar>,<spark catalyst test jar> <sql core test jar>
- *   2. build/sbt "sql/test:runMain <this class>"
+ *   2. build/sbt "sql/Test/runMain <this class>"
  *   3. generate result:
- *      SPARK_GENERATE_BENCHMARK_FILES=1 build/sbt "sql/test:runMain <this class>"
+ *      SPARK_GENERATE_BENCHMARK_FILES=1 build/sbt "sql/Test/runMain <this class>"
  *      Results will be written to "benchmarks/TakeOrderedAndProjectBenchmark-results.txt".
  * }}}
  */
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TopKBenchmark.scala b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TopKBenchmark.scala
index 70853ec31291d..cb8c014e02aaf 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TopKBenchmark.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/execution/benchmark/TopKBenchmark.scala
@@ -26,8 +26,8 @@ import org.apache.spark.sql.internal.SQLConf.WINDOW_GROUP_LIMIT_THRESHOLD
  * {{{
  *   1. without sbt: bin/spark-submit --class <this class>
  *      --jars <spark core test jar>,<spark catalyst test jar> <spark sql test jar>
- *   2. build/sbt "sql/test:runMain <this class>"
- *   3. generate result: SPARK_GENERATE_BENCHMARK_FILES=1 build/sbt "sql/test:runMain <this class>"
+ *   2. build/sbt "sql/Test/runMain <this class>"
+ *   3. generate result: SPARK_GENERATE_BENCHMARK_FILES=1 build/sbt "sql/Test/runMain <this class>"
  *      Results will be written to "benchmarks/TopKBenchmark-results.txt".
  * }}}
  */