diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/stats/FilterEstimation.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/stats/FilterEstimation.java
index 54fbbb08a9..6deca33e2e 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/stats/FilterEstimation.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/stats/FilterEstimation.java
@@ -389,7 +389,22 @@ public class FilterEstimation extends ExpressionVisitor<Statistics, EstimationCo
         rightBuilder.setNdv(rightIntersectLeft.getDistinctValues());
         rightBuilder.setMinValue(rightIntersectLeft.getLow());
         rightBuilder.setMaxValue(rightIntersectLeft.getDistinctValues());
-        double sel = 1 / StatsMathUtil.nonZeroDivisor(Math.max(leftStats.ndv, rightStats.ndv));
+        double sel;
+        double reduceRatio = 0.25;
+        double bothSideReducedRatio = 0.9;
+        if (leftStats.ndv < leftStats.originalNdv * bothSideReducedRatio
+                && rightStats.ndv < rightStats.originalNdv * bothSideReducedRatio) {
+            double sel1;
+            if (leftStats.ndv > rightStats.ndv) {
+                sel1 = 1 / StatsMathUtil.nonZeroDivisor(leftStats.ndv);
+            } else {
+                sel1 = 1 / StatsMathUtil.nonZeroDivisor(rightStats.ndv);
+            }
+            double sel2 = Math.min(rightStats.ndv / rightStats.originalNdv, leftStats.ndv / leftStats.originalNdv);
+            sel = sel1 * Math.pow(sel2, reduceRatio);
+        } else {
+            sel = 1 / StatsMathUtil.nonZeroDivisor(Math.max(leftStats.ndv, rightStats.ndv));
+        }
         Statistics updatedStatistics = context.statistics.withSel(sel);
         updatedStatistics.addColumnStats(leftExpr, leftBuilder.build());
         updatedStatistics.addColumnStats(rightExpr, rightBuilder.build());
diff --git a/regression-test/data/nereids_tpch_shape_sf1_p0/shape/q10.out b/regression-test/data/nereids_tpch_shape_sf1_p0/shape/q10.out
index b70a354e27..316a267223 100644
--- a/regression-test/data/nereids_tpch_shape_sf1_p0/shape/q10.out
+++ b/regression-test/data/nereids_tpch_shape_sf1_p0/shape/q10.out
@@ -5,22 +5,20 @@ PhysicalTopN
 ----PhysicalTopN
 ------PhysicalProject
 --------hashAgg[LOCAL]
-----------PhysicalDistribute
-------------PhysicalProject
---------------hashJoin[INNER_JOIN](lineitem.l_orderkey = orders.o_orderkey)
+----------PhysicalProject
+------------hashJoin[INNER_JOIN](customer.c_nationkey = nation.n_nationkey)
+--------------hashJoin[INNER_JOIN](customer.c_custkey = orders.o_custkey)
 ----------------PhysicalProject
-------------------filter((lineitem.l_returnflag = 'R'))
---------------------PhysicalOlapScan[lineitem]
+------------------PhysicalOlapScan[customer]
 ----------------PhysicalDistribute
-------------------hashJoin[INNER_JOIN](customer.c_nationkey = nation.n_nationkey)
---------------------hashJoin[INNER_JOIN](customer.c_custkey = orders.o_custkey)
-----------------------PhysicalProject
-------------------------PhysicalOlapScan[customer]
-----------------------PhysicalDistribute
-------------------------PhysicalProject
---------------------------filter((orders.o_orderdate < 1994-01-01)(orders.o_orderdate >= 1993-10-01))
-----------------------------PhysicalOlapScan[orders]
---------------------PhysicalDistribute
-----------------------PhysicalProject
-------------------------PhysicalOlapScan[nation]
+------------------hashJoin[INNER_JOIN](lineitem.l_orderkey = orders.o_orderkey)
+--------------------PhysicalProject
+----------------------filter((lineitem.l_returnflag = 'R'))
+------------------------PhysicalOlapScan[lineitem]
+--------------------PhysicalProject
+----------------------filter((orders.o_orderdate < 1994-01-01)(orders.o_orderdate >= 1993-10-01))
+------------------------PhysicalOlapScan[orders]
+--------------PhysicalDistribute
+----------------PhysicalProject
+------------------PhysicalOlapScan[nation]
 
diff --git a/regression-test/data/nereids_tpch_shape_sf1_p0/shape/q5.out b/regression-test/data/nereids_tpch_shape_sf1_p0/shape/q5.out
index e481a2b82e..7554f864fe 100644
--- a/regression-test/data/nereids_tpch_shape_sf1_p0/shape/q5.out
+++ b/regression-test/data/nereids_tpch_shape_sf1_p0/shape/q5.out
@@ -9,27 +9,27 @@ PhysicalQuickSort
 ------------PhysicalProject
 --------------hashJoin[INNER_JOIN](customer.c_nationkey = supplier.s_nationkey)(customer.c_custkey = orders.o_custkey)
 ----------------PhysicalProject
-------------------hashJoin[INNER_JOIN](lineitem.l_suppkey = supplier.s_suppkey)
---------------------hashJoin[INNER_JOIN](lineitem.l_orderkey = orders.o_orderkey)
-----------------------PhysicalProject
-------------------------PhysicalOlapScan[lineitem]
-----------------------PhysicalProject
-------------------------filter((orders.o_orderdate < 1995-01-01)(orders.o_orderdate >= 1994-01-01))
---------------------------PhysicalOlapScan[orders]
---------------------PhysicalDistribute
-----------------------PhysicalProject
-------------------------hashJoin[INNER_JOIN](supplier.s_nationkey = nation.n_nationkey)
---------------------------PhysicalProject
-----------------------------PhysicalOlapScan[supplier]
---------------------------PhysicalDistribute
-----------------------------hashJoin[INNER_JOIN](nation.n_regionkey = region.r_regionkey)
-------------------------------PhysicalProject
---------------------------------PhysicalOlapScan[nation]
-------------------------------PhysicalDistribute
---------------------------------PhysicalProject
-----------------------------------filter((region.r_name = 'ASIA'))
-------------------------------------PhysicalOlapScan[region]
+------------------PhysicalOlapScan[customer]
 ----------------PhysicalDistribute
 ------------------PhysicalProject
---------------------PhysicalOlapScan[customer]
+--------------------hashJoin[INNER_JOIN](lineitem.l_suppkey = supplier.s_suppkey)
+----------------------hashJoin[INNER_JOIN](lineitem.l_orderkey = orders.o_orderkey)
+------------------------PhysicalProject
+--------------------------PhysicalOlapScan[lineitem]
+------------------------PhysicalProject
+--------------------------filter((orders.o_orderdate < 1995-01-01)(orders.o_orderdate >= 1994-01-01))
+----------------------------PhysicalOlapScan[orders]
+----------------------PhysicalDistribute
+------------------------PhysicalProject
+--------------------------hashJoin[INNER_JOIN](supplier.s_nationkey = nation.n_nationkey)
+----------------------------PhysicalProject
+------------------------------PhysicalOlapScan[supplier]
+----------------------------PhysicalDistribute
+------------------------------hashJoin[INNER_JOIN](nation.n_regionkey = region.r_regionkey)
+--------------------------------PhysicalProject
+----------------------------------PhysicalOlapScan[nation]
+--------------------------------PhysicalDistribute
+----------------------------------PhysicalProject
+------------------------------------filter((region.r_name = 'ASIA'))
+--------------------------------------PhysicalOlapScan[region]
 
diff --git a/regression-test/data/nereids_tpch_shape_sf500_p0/shape/q10.out b/regression-test/data/nereids_tpch_shape_sf500_p0/shape/q10.out
index b70a354e27..316a267223 100644
--- a/regression-test/data/nereids_tpch_shape_sf500_p0/shape/q10.out
+++ b/regression-test/data/nereids_tpch_shape_sf500_p0/shape/q10.out
@@ -5,22 +5,20 @@ PhysicalTopN
 ----PhysicalTopN
 ------PhysicalProject
 --------hashAgg[LOCAL]
-----------PhysicalDistribute
-------------PhysicalProject
---------------hashJoin[INNER_JOIN](lineitem.l_orderkey = orders.o_orderkey)
+----------PhysicalProject
+------------hashJoin[INNER_JOIN](customer.c_nationkey = nation.n_nationkey)
+--------------hashJoin[INNER_JOIN](customer.c_custkey = orders.o_custkey)
 ----------------PhysicalProject
-------------------filter((lineitem.l_returnflag = 'R'))
---------------------PhysicalOlapScan[lineitem]
+------------------PhysicalOlapScan[customer]
 ----------------PhysicalDistribute
-------------------hashJoin[INNER_JOIN](customer.c_nationkey = nation.n_nationkey)
---------------------hashJoin[INNER_JOIN](customer.c_custkey = orders.o_custkey)
-----------------------PhysicalProject
-------------------------PhysicalOlapScan[customer]
-----------------------PhysicalDistribute
-------------------------PhysicalProject
---------------------------filter((orders.o_orderdate < 1994-01-01)(orders.o_orderdate >= 1993-10-01))
-----------------------------PhysicalOlapScan[orders]
---------------------PhysicalDistribute
-----------------------PhysicalProject
-------------------------PhysicalOlapScan[nation]
+------------------hashJoin[INNER_JOIN](lineitem.l_orderkey = orders.o_orderkey)
+--------------------PhysicalProject
+----------------------filter((lineitem.l_returnflag = 'R'))
+------------------------PhysicalOlapScan[lineitem]
+--------------------PhysicalProject
+----------------------filter((orders.o_orderdate < 1994-01-01)(orders.o_orderdate >= 1993-10-01))
+------------------------PhysicalOlapScan[orders]
+--------------PhysicalDistribute
+----------------PhysicalProject
+------------------PhysicalOlapScan[nation]
 
diff --git a/regression-test/data/nereids_tpch_shape_sf500_p0/shape/q5.out b/regression-test/data/nereids_tpch_shape_sf500_p0/shape/q5.out
index e7bd14a143..7554f864fe 100644
--- a/regression-test/data/nereids_tpch_shape_sf500_p0/shape/q5.out
+++ b/regression-test/data/nereids_tpch_shape_sf500_p0/shape/q5.out
@@ -8,6 +8,8 @@ PhysicalQuickSort
 ----------hashAgg[LOCAL]
 ------------PhysicalProject
 --------------hashJoin[INNER_JOIN](customer.c_nationkey = supplier.s_nationkey)(customer.c_custkey = orders.o_custkey)
+----------------PhysicalProject
+------------------PhysicalOlapScan[customer]
 ----------------PhysicalDistribute
 ------------------PhysicalProject
 --------------------hashJoin[INNER_JOIN](lineitem.l_suppkey = supplier.s_suppkey)
@@ -30,6 +32,4 @@ PhysicalQuickSort
 ----------------------------------PhysicalProject
 ------------------------------------filter((region.r_name = 'ASIA'))
 --------------------------------------PhysicalOlapScan[region]
-----------------PhysicalProject
-------------------PhysicalOlapScan[customer]