diff --git a/src/BaseSelect.tsx b/src/BaseSelect.tsx
index adc8613a..2ca4288a 100644
--- a/src/BaseSelect.tsx
+++ b/src/BaseSelect.tsx
@@ -381,11 +381,14 @@ const BaseSelect = React.forwardRef((props: BaseSelectProps, ref: React.Ref<Base
         setInnerOpen(nextOpen);
 
         if (mergedOpen !== nextOpen) {
+          if (!nextOpen) {
+            onSearch('', { source: 'blur' });
+          }
           onDropdownVisibleChange?.(nextOpen);
         }
       }
     },
-    [disabled, mergedOpen, setInnerOpen, onDropdownVisibleChange],
+    [mergedOpen, disabled, setInnerOpen, onDropdownVisibleChange, onSearch],
   );
 
   // ============================= Search =============================
@@ -563,25 +566,12 @@ const BaseSelect = React.forwardRef((props: BaseSelectProps, ref: React.Ref<Base
   const onContainerBlur: React.FocusEventHandler<HTMLElement> = (...args) => {
     setMockFocused(false, () => {
       focusRef.current = false;
-      onToggleOpen(false);
     });
 
     if (disabled) {
       return;
     }
 
-    if (mergedSearchValue) {
-      // `tags` mode should move `searchValue` into values
-      if (mode === 'tags') {
-        onSearch(mergedSearchValue, { source: 'submit' });
-      } else if (mode === 'multiple') {
-        // `multiple` mode only clean the search value but not trigger event
-        onSearch('', {
-          source: 'blur',
-        });
-      }
-    }
-
     if (onBlur) {
       onBlur(...args);
     }