diff --git a/superset/connectors/base/models.py b/superset/connectors/base/models.py
index 1c9696083bedc..b1272293286d9 100644
--- a/superset/connectors/base/models.py
+++ b/superset/connectors/base/models.py
@@ -395,6 +395,7 @@ def data_for_slices(  # pylint: disable=too-many-locals
     @staticmethod
     def filter_values_handler(  # pylint: disable=too-many-arguments
         values: Optional[FilterValues],
+        operator: str,
         target_generic_type: GenericDataType,
         target_native_type: Optional[str] = None,
         is_list_target: bool = False,
@@ -405,6 +406,8 @@ def filter_values_handler(  # pylint: disable=too-many-arguments
             return None
 
         def handle_single_value(value: Optional[FilterValue]) -> Optional[FilterValue]:
+            if operator == utils.FilterOperator.TEMPORAL_RANGE:
+                return value
             if (
                 isinstance(value, (float, int))
                 and target_generic_type == utils.GenericDataType.TEMPORAL
diff --git a/superset/connectors/sqla/models.py b/superset/connectors/sqla/models.py
index 0b62f0986264c..a67e686ff31f0 100644
--- a/superset/connectors/sqla/models.py
+++ b/superset/connectors/sqla/models.py
@@ -1415,6 +1415,7 @@ def get_sqla_query(  # pylint: disable=too-many-arguments,too-many-locals,too-ma
                     target_generic_type = GenericDataType.STRING
                 eq = self.filter_values_handler(
                     values=val,
+                    operator=op,
                     target_generic_type=target_generic_type,
                     target_native_type=col_type,
                     is_list_target=is_list_target,
diff --git a/superset/models/helpers.py b/superset/models/helpers.py
index 1aa195fed22f4..2582f7e8d2b60 100644
--- a/superset/models/helpers.py
+++ b/superset/models/helpers.py
@@ -1095,6 +1095,7 @@ def template_params_dict(self) -> Dict[Any, Any]:
     @staticmethod
     def filter_values_handler(  # pylint: disable=too-many-arguments
         values: Optional[FilterValues],
+        operator: str,
         target_generic_type: utils.GenericDataType,
         target_native_type: Optional[str] = None,
         is_list_target: bool = False,
@@ -1107,6 +1108,8 @@ def filter_values_handler(  # pylint: disable=too-many-arguments
             return None
 
         def handle_single_value(value: Optional[FilterValue]) -> Optional[FilterValue]:
+            if operator == utils.FilterOperator.TEMPORAL_RANGE:
+                return value
             if (
                 isinstance(value, (float, int))
                 and target_generic_type == utils.GenericDataType.TEMPORAL
@@ -1692,6 +1695,7 @@ def get_sqla_query(  # pylint: disable=too-many-arguments,too-many-locals,too-ma
                     target_generic_type = utils.GenericDataType.STRING
                 eq = self.filter_values_handler(
                     values=val,
+                    operator=op,
                     target_generic_type=target_generic_type,
                     target_native_type=col_type,
                     is_list_target=is_list_target,