diff --git a/superset/connectors/sqla/models.py b/superset/connectors/sqla/models.py
index 275cc0cdbf4e..d7d6a3651b57 100644
--- a/superset/connectors/sqla/models.py
+++ b/superset/connectors/sqla/models.py
@@ -523,6 +523,13 @@ def filter_values_handler(  # pylint: disable=too-many-arguments  # noqa: C901
         def handle_single_value(value: FilterValue | None) -> FilterValue | None:
             if operator == utils.FilterOperator.TEMPORAL_RANGE:
                 return value
+
+            if (
+                isinstance(value, (float, int))
+                and target_generic_type == utils.GenericDataType.NUMERIC
+            ):
+                value = float(value)
+
             if (
                 isinstance(value, (float, int))
                 and target_generic_type == utils.GenericDataType.TEMPORAL
@@ -548,6 +555,10 @@ def handle_single_value(value: FilterValue | None) -> FilterValue | None:
                 ):
                     # For backwards compatibility and edge cases
                     # where a column data type might have changed
+                    try:
+                        value = float(value)
+                    except ValueError:
+                        logger.warning(f"Unable to convert {value} to float")
                     return utils.cast_to_num(value)
                 if value == NULL_STRING:
                     return None
diff --git a/superset/models/helpers.py b/superset/models/helpers.py
index db05b415848a..d3d404f30d53 100644
--- a/superset/models/helpers.py
+++ b/superset/models/helpers.py
@@ -1162,6 +1162,12 @@ def filter_values_handler(  # pylint: disable=too-many-arguments  # noqa: C901
         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.NUMERIC
+            ):
+                value = float(value)
             if (
                 isinstance(value, (float, int))
                 and target_generic_type == utils.GenericDataType.TEMPORAL
@@ -1187,6 +1193,10 @@ def handle_single_value(value: Optional[FilterValue]) -> Optional[FilterValue]:
                 ):
                     # For backwards compatibility and edge cases
                     # where a column data type might have changed
+                    try:
+                        value = float(value)
+                    except ValueError:
+                        logger.warning(f"Unable to convert {value} to number")
                     return utils.cast_to_num(value)
                 if value == NULL_STRING:
                     return None
diff --git a/tests/integration_tests/sqla_models_tests.py b/tests/integration_tests/sqla_models_tests.py
index 80ada22e0aac..27b213b207bd 100644
--- a/tests/integration_tests/sqla_models_tests.py
+++ b/tests/integration_tests/sqla_models_tests.py
@@ -295,8 +295,10 @@ def test_where_operators(self):
             FilterTestCase("num", FilterOperator.LESS_THAN_OR_EQUALS, 0, "<= 0"),
             FilterTestCase("num", FilterOperator.EQUALS, 0, "= 0"),
             FilterTestCase("num", FilterOperator.NOT_EQUALS, 0, "!= 0"),
-            FilterTestCase("num", FilterOperator.IN, ["1", "2"], "IN (1, 2)"),
-            FilterTestCase("num", FilterOperator.NOT_IN, ["1", "2"], "NOT IN (1, 2)"),
+            FilterTestCase("num", FilterOperator.IN, ["1", "2"], "IN (1.0, 2.0)"),
+            FilterTestCase(
+                "num", FilterOperator.NOT_IN, ["1", "2"], "NOT IN (1.0, 2.0)"
+            ),
             FilterTestCase(
                 "ds", FilterOperator.TEMPORAL_RANGE, "2020 : 2021", "2020-01-01"
             ),