diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/glue/translator/PhysicalPlanTranslator.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/glue/translator/PhysicalPlanTranslator.java
index d4a8849aee..363637d70f 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/glue/translator/PhysicalPlanTranslator.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/glue/translator/PhysicalPlanTranslator.java
@@ -611,10 +611,13 @@ public class PhysicalPlanTranslator extends DefaultPlanVisitor<PlanFragment, Pla
             olapScanNode.setCardinality((long) olapScan.getStats().getRowCount());
             if (context.getSessionVariable() != null && context.getSessionVariable().forbidUnknownColStats) {
                 for (int i = 0; i < slots.size(); i++) {
-                    Slot slot = slots.get(i);
+                    SlotReference slot = (SlotReference) slots.get(i);
+                    boolean inVisibleCol = slot.getColumn().isPresent()
+                            && StatisticConstants.shouldIgnoreCol(olapTable, slot.getColumn().get());
                     if (olapScan.getStats().findColumnStatistics(slot).isUnKnown()
                             && !isComplexDataType(slot.getDataType())
-                            && !StatisticConstants.isSystemTable(olapTable)) {
+                            && !StatisticConstants.isSystemTable(olapTable)
+                            && !inVisibleCol) {
                         context.addUnknownStatsColumn(olapScanNode, tupleDescriptor.getSlots().get(i).getId());
                     }
                 }
@@ -2117,7 +2120,8 @@ public class PhysicalPlanTranslator extends DefaultPlanVisitor<PlanFragment, Pla
                     && !StatisticConstants.isSystemTable(scanNode.getTupleDesc().getTable())) {
                 for (SlotId slotId : requiredByProjectSlotIdSet) {
                     if (context.isColumnStatsUnknown(scanNode, slotId)) {
-                        throw new AnalysisException("meet unknown column stats on table " + scanNode);
+                        String colName = scanNode.getTupleDesc().getSlot(slotId.asInt()).getColumn().getName();
+                        throw new AnalysisException("meet unknown column stats: " + colName);
                     }
                 }
                 context.removeScanFromStatsUnknownColumnsMap(scanNode);
diff --git a/regression-test/suites/nereids_p0/forbid_unknown_col_stats.groovy b/regression-test/suites/nereids_p0/forbid_unknown_col_stats.groovy
index 43ba30ec30..573602c4dc 100644
--- a/regression-test/suites/nereids_p0/forbid_unknown_col_stats.groovy
+++ b/regression-test/suites/nereids_p0/forbid_unknown_col_stats.groovy
@@ -36,4 +36,11 @@ suite("forbid_unknown_col_stats") {
     );
     '''
     
+    test {
+        sql """select r_regionkey from region;  """
+        exception "java.sql.SQLException: errCode = 2, detailMessage = meet unknown column stats: r_regionkey";
+    }
+    
+    sql "alter table region modify column r_regionkey set stats ('ndv'='5', 'num_nulls'='0', 'min_value'='0', 'max_value'='4', 'row_count'='5');"
+    sql """select r_regionkey from region;  """
 }
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