diff --git a/internal/core/src/exec/expression/UnaryExpr.cpp b/internal/core/src/exec/expression/UnaryExpr.cpp
index 4be2dd34c2..068d9b812d 100644
--- a/internal/core/src/exec/expression/UnaryExpr.cpp
+++ b/internal/core/src/exec/expression/UnaryExpr.cpp
@@ -32,7 +32,8 @@ PhyUnaryRangeFilterExpr::CanUseIndexForArray() {
         const Index& index =
             segment_->chunk_scalar_index<IndexInnerType>(field_id_, i);
 
-        if (index.GetIndexType() == milvus::index::ScalarIndexType::HYBRID) {
+        if (index.GetIndexType() == milvus::index::ScalarIndexType::HYBRID ||
+            index.GetIndexType() == milvus::index::ScalarIndexType::BITMAP) {
             return false;
         }
     }
diff --git a/internal/core/src/index/BitmapIndex.h b/internal/core/src/index/BitmapIndex.h
index 2866cc4c8f..227e6d1d43 100644
--- a/internal/core/src/index/BitmapIndex.h
+++ b/internal/core/src/index/BitmapIndex.h
@@ -117,6 +117,9 @@ class BitmapIndex : public ScalarIndex<T> {
 
     const bool
     HasRawData() const override {
+        if (schema_.data_type() == proto::schema::DataType::Array) {
+            return false;
+        }
         return true;
     }
 
diff --git a/pkg/util/indexparamcheck/constraints.go b/pkg/util/indexparamcheck/constraints.go
index 55ea516666..8be175fe22 100644
--- a/pkg/util/indexparamcheck/constraints.go
+++ b/pkg/util/indexparamcheck/constraints.go
@@ -44,6 +44,8 @@ const (
 
 	// Sparse Index Param
 	SparseDropRatioBuild = "drop_ratio_build"
+
+	MaxBitmapCardinalityLimit = 1000
 )
 
 var (
diff --git a/pkg/util/indexparamcheck/hybrid_checker_test.go b/pkg/util/indexparamcheck/hybrid_checker_test.go
index e418f12c5e..733adc2922 100644
--- a/pkg/util/indexparamcheck/hybrid_checker_test.go
+++ b/pkg/util/indexparamcheck/hybrid_checker_test.go
@@ -33,4 +33,5 @@ func Test_HybridIndexChecker(t *testing.T) {
 	assert.Error(t, c.CheckValidDataType(&schemapb.FieldSchema{DataType: schemapb.DataType_Array, ElementType: schemapb.DataType_Double}))
 	assert.Error(t, c.CheckTrain(map[string]string{}))
 	assert.Error(t, c.CheckTrain(map[string]string{"bitmap_cardinality_limit": "0"}))
+	assert.Error(t, c.CheckTrain(map[string]string{"bitmap_cardinality_limit": "2000"}))
 }
diff --git a/pkg/util/indexparamcheck/hybrid_index_checker.go b/pkg/util/indexparamcheck/hybrid_index_checker.go
index 84e2366d14..9493bccd91 100644
--- a/pkg/util/indexparamcheck/hybrid_index_checker.go
+++ b/pkg/util/indexparamcheck/hybrid_index_checker.go
@@ -2,7 +2,6 @@ package indexparamcheck
 
 import (
 	"fmt"
-	"math"
 
 	"github.com/milvus-io/milvus-proto/go-api/v2/schemapb"
 	"github.com/milvus-io/milvus/pkg/common"
@@ -14,8 +13,9 @@ type HYBRIDChecker struct {
 }
 
 func (c *HYBRIDChecker) CheckTrain(params map[string]string) error {
-	if !CheckIntByRange(params, common.BitmapCardinalityLimitKey, 1, math.MaxInt) {
-		return fmt.Errorf("failed to check bitmap cardinality limit, should be larger than 0 and smaller than math.MaxInt")
+	if !CheckIntByRange(params, common.BitmapCardinalityLimitKey, 1, MaxBitmapCardinalityLimit) {
+		return fmt.Errorf("failed to check bitmap cardinality limit, should be larger than 0 and smaller than %d",
+			MaxBitmapCardinalityLimit)
 	}
 	return c.scalarIndexChecker.CheckTrain(params)
 }