diff --git a/be/src/common/config.cpp b/be/src/common/config.cpp
index 52a7b420c55cf9..c1bd15a0cb3f4f 100644
--- a/be/src/common/config.cpp
+++ b/be/src/common/config.cpp
@@ -1975,6 +1975,8 @@ Status set_fuzzy_configs() {
     // if have set enable_fuzzy_mode=true in be.conf, will fuzzy those field and values
     fuzzy_field_and_value["disable_storage_page_cache"] =
             ((distribution(*generator) % 2) == 0) ? "true" : "false";
+    fuzzy_field_and_value["disable_segment_cache"] =
+            ((distribution(*generator) % 2) == 0) ? "true" : "false";
     fuzzy_field_and_value["enable_system_metrics"] =
             ((distribution(*generator) % 2) == 0) ? "true" : "false";
     fuzzy_field_and_value["enable_set_in_bitmap_value"] =
diff --git a/be/src/exec/rowid_fetcher.cpp b/be/src/exec/rowid_fetcher.cpp
index b26ad63d71b34b..d6c47201dadf0a 100644
--- a/be/src/exec/rowid_fetcher.cpp
+++ b/be/src/exec/rowid_fetcher.cpp
@@ -442,9 +442,13 @@ Status RowIdStorageReader::read_by_rowids(const PMultiGetRequest& request,
                 iterator_map[iterator_key].segment = segment;
             }
             segment = iterator_item.segment;
-            RETURN_IF_ERROR(segment->seek_and_read_by_rowid(full_read_schema, desc.slots()[x],
-                                                            row_id, column, stats,
-                                                            iterator_item.iterator));
+            try {
+                RETURN_IF_ERROR(segment->seek_and_read_by_rowid(full_read_schema, desc.slots()[x],
+                                                                row_id, column, stats,
+                                                                iterator_item.iterator));
+            } catch (const Exception& e) {
+                return Status::Error<false>(e.code(), "Row id fetch failed because {}", e.what());
+            }
         }
     }
     // serialize block if not empty
diff --git a/be/src/olap/rowset/segment_v2/segment.cpp b/be/src/olap/rowset/segment_v2/segment.cpp
index 70bfad778b5116..afdd9eaebf031c 100644
--- a/be/src/olap/rowset/segment_v2/segment.cpp
+++ b/be/src/olap/rowset/segment_v2/segment.cpp
@@ -948,6 +948,10 @@ Status Segment::seek_and_read_by_rowid(const TabletSchema& schema, SlotDescripto
         TabletColumn column = TabletColumn::create_materialized_variant_column(
                 schema.column_by_uid(slot->col_unique_id()).name_lower_case(), slot->column_paths(),
                 slot->col_unique_id(), slot->type().max_subcolumns_count());
+        // here need create column readers to make sure column reader is created before seek_and_read_by_rowid
+        // if segment cache miss, column reader will be created to make sure the variant column result not coredump
+        RETURN_IF_ERROR(_create_column_readers_once(&stats));
+
         auto storage_type = get_data_type_of(column, false);
         vectorized::MutableColumnPtr file_storage_column = storage_type->create_column();
         DCHECK(storage_type != nullptr);