diff --git a/python/pyspark/ml/tests/connect/test_connect_classification.py b/python/pyspark/ml/tests/connect/test_connect_classification.py
index 2763d3f613ae8..f0d60a117e12f 100644
--- a/python/pyspark/ml/tests/connect/test_connect_classification.py
+++ b/python/pyspark/ml/tests/connect/test_connect_classification.py
@@ -21,7 +21,6 @@
 from pyspark.sql import SparkSession
 from pyspark.ml.tests.connect.test_legacy_mode_classification import ClassificationTestsMixin
 
-# TODO(SPARK-48083): Reenable this test case
 have_torch = "SPARK_SKIP_CONNECT_COMPAT_TESTS" not in os.environ
 try:
     import torch  # noqa: F401
diff --git a/python/pyspark/ml/tests/connect/test_connect_evaluation.py b/python/pyspark/ml/tests/connect/test_connect_evaluation.py
index 35af54605ca81..58076dfe0bbe6 100644
--- a/python/pyspark/ml/tests/connect/test_connect_evaluation.py
+++ b/python/pyspark/ml/tests/connect/test_connect_evaluation.py
@@ -20,7 +20,6 @@
 from pyspark.sql import SparkSession
 from pyspark.ml.tests.connect.test_legacy_mode_evaluation import EvaluationTestsMixin
 
-# TODO(SPARK-48084): Reenable this test case
 have_torcheval = "SPARK_SKIP_CONNECT_COMPAT_TESTS" not in os.environ
 try:
     import torcheval  # noqa: F401