diff --git a/src/query/storages/common/table_meta/src/meta/v4/segment.rs b/src/query/storages/common/table_meta/src/meta/v4/segment.rs
index 242f5c3d80772..681223b81c6b0 100644
--- a/src/query/storages/common/table_meta/src/meta/v4/segment.rs
+++ b/src/query/storages/common/table_meta/src/meta/v4/segment.rs
@@ -80,6 +80,20 @@ impl SegmentInfo {
 
     pub fn fix_binary_to_string(mut self) -> Self {
         self.summary.fix_binary_to_string();
+
+        // This will clone the whole block meta which may be inefficient
+        self.blocks = self
+            .blocks
+            .iter()
+            .map(|b| {
+                let mut c = b.as_ref().clone();
+                c.col_stats
+                    .iter_mut()
+                    .for_each(|(_, x)| x.fix_binary_to_string());
+
+                Arc::new(c)
+            })
+            .collect();
         self
     }