diff --git a/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexHNSW_NM.cpp b/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexHNSW_NM.cpp
index aa6bfde9e06a..1f4055909db2 100644
--- a/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexHNSW_NM.cpp
+++ b/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexHNSW_NM.cpp
@@ -192,7 +192,7 @@ IndexHNSW_NM::UpdateIndexSize() {
     if (!index_) {
         KNOWHERE_THROW_MSG("index not initialize");
     }
-    index_size_ = index_->cal_size();
+    index_size_ = index_->cal_size() + Dim() * Count() * sizeof(float);
 }
 
 }  // namespace knowhere
diff --git a/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexIVFSQNR_NM.cpp b/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexIVFSQNR_NM.cpp
index 6804a639c10f..78dc1dc3025a 100644
--- a/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexIVFSQNR_NM.cpp
+++ b/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexIVFSQNR_NM.cpp
@@ -212,10 +212,11 @@ IVFSQNR_NM::UpdateIndexSize() {
     }
     auto ivfsq_index = dynamic_cast<faiss::IndexIVFScalarQuantizer*>(index_.get());
     auto nb = ivfsq_index->invlists->compute_ntotal();
+    auto code_size = ivfsq_index->code_size;
     auto nlist = ivfsq_index->nlist;
     auto d = ivfsq_index->d;
-    // ivf ids, sq trained vectors and quantizer
-    index_size_ = nb * sizeof(int64_t) + 2 * d * sizeof(float) + nlist * d * sizeof(float);
+    // ivf codes, ivf ids, sq trained vectors and quantizer
+    index_size_ = nb * code_size + nb * sizeof(int64_t) + 2 * d * sizeof(float) + nlist * d * sizeof(float);
 }
 
 }  // namespace knowhere
diff --git a/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexIVF_NM.cpp b/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexIVF_NM.cpp
index 11c86558333f..aa7d9ea0bb38 100644
--- a/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexIVF_NM.cpp
+++ b/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexIVF_NM.cpp
@@ -359,9 +359,9 @@ IVF_NM::UpdateIndexSize() {
     auto ivf_index = dynamic_cast<faiss::IndexIVFFlat*>(index_.get());
     auto nb = ivf_index->invlists->compute_ntotal();
     auto nlist = ivf_index->nlist;
-    auto d = ivf_index->d;
-    // ivf ids and quantizer
-    index_size_ = nb * sizeof(int64_t) + nlist * d * sizeof(float);
+    auto code_size = ivf_index->code_size;
+    // ivf codes, ivf ids and quantizer
+    index_size_ = nb * code_size + nb * sizeof(int64_t) + nlist * code_size;
 }
 
 }  // namespace knowhere
diff --git a/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexNSG_NM.cpp b/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexNSG_NM.cpp
index d4a5c0c50ece..0adeac662c9f 100644
--- a/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexNSG_NM.cpp
+++ b/core/src/index/knowhere/knowhere/index/vector_offset_index/IndexNSG_NM.cpp
@@ -178,7 +178,7 @@ NSG_NM::UpdateIndexSize() {
     if (!index_) {
         KNOWHERE_THROW_MSG("index not initialize");
     }
-    index_size_ = index_->GetSize();
+    index_size_ = index_->GetSize() + Dim() * Count() * sizeof(float);
 }
 
 }  // namespace knowhere