diff --git a/mindspore/lite/test/config_level0/models_dynamic_quant_fp16.cfg b/mindspore/lite/test/config_level0/models_dynamic_quant_fp16.cfg
new file mode 100644
index 00000000000..911e78eeee8
--- /dev/null
+++ b/mindspore/lite/test/config_level0/models_dynamic_quant_fp16.cfg
@@ -0,0 +1,6 @@
+PC500_model_mobilevit_s.onnx 9 12070528
+PC500_model_mobilevit_xxs.onnx 8 2881832
+PC500_model_efficientformer_l1.onnx 15 38329872
+HDC_multimedia_3M_vit32_60ep_clip_vit_base_text.mindir 17 51428112
+HDC_multimedia_3M_vit32_60ep_clip_vit_base_image.mindir 16 90264280
+
diff --git a/mindspore/lite/test/st/scripts/run_benchmark_arm64.sh b/mindspore/lite/test/st/scripts/run_benchmark_arm64.sh
index 7036894f865..d444d41f8ef 100644
--- a/mindspore/lite/test/st/scripts/run_benchmark_arm64.sh
+++ b/mindspore/lite/test/st/scripts/run_benchmark_arm64.sh
@@ -14,11 +14,14 @@ function Run_Converter() {
     rm -rf ${ms_models_path}
     mkdir -p ${ms_models_path}
     # Convert models:
-    if [[ $1 == "arm64_fp16" ]]; then
+    if [[ $1 != "arm64_fp16" ]]; then
+        # $1:cfgFileList; $2:inModelPath; $3:outModelPath; $4:logFile; $5:resultFile;
+        Convert "${fp32_cfg_file_list[*]}" $models_path $ms_models_path $run_converter_log_file $run_converter_result_file $arm64_fail_not_return
+    fi
+
+    if [[ $1 == "arm64_fp16" || $1 == "arm64_quant" ]]; then
         # $1:cfgFileList; $2:inModelPath; $3:outModelPath; $4:logFile; $5:resultFile;
         Convert "${fp16_cfg_file_list[*]}" $models_path $ms_models_path $run_converter_log_file $run_converter_result_file $arm64_fail_not_return
-    else
-        Convert "${fp32_cfg_file_list[*]}" $models_path $ms_models_path $run_converter_log_file $run_converter_result_file $arm64_fail_not_return
     fi
 }
 
@@ -113,6 +116,7 @@ models_weightquant_7bit_config=${basepath}/../${config_folder}/models_weightquan
 models_weightquant_9bit_config=${basepath}/../${config_folder}/models_weightquant_9bit.cfg
 models_weightquant_8bit_config=${basepath}/../${config_folder}/models_weightquant_8bit.cfg
 models_dynamic_quant_config=${basepath}/../${config_folder}/models_dynamic_quant.cfg
+models_dynamic_quant_fp16_config=${basepath}/../${config_folder}/models_dynamic_quant_fp16.cfg
 models_compatibility_config=${basepath}/../${config_folder}/models_compatibility.cfg
 models_process_only_config=${basepath}/../${config_folder}/models_process_only.cfg
 models_process_only_fp16_config=${basepath}/../${config_folder}/models_process_only_fp16.cfg
@@ -139,14 +143,14 @@ elif [[ $backend == "arm64_mindir" ]]; then
 elif [[ $backend == "arm64_quant" ]]; then
   fp32_cfg_file_list=("$models_posttraining_config" "$models_process_only_config" "$models_weightquant_8bit_config" \
                       "$models_weightquant_7bit_config" "$models_weightquant_9bit_config" "$models_dynamic_quant_config")
-  fp16_cfg_file_list=("$models_process_only_fp16_config")
+  fp16_cfg_file_list=("$models_process_only_fp16_config" "$models_dynamic_quant_fp16_config")
 else
   fp32_cfg_file_list=("$models_tf_config" "$models_tflite_config" "$models_caffe_config" "$models_onnx_config" "$models_mindspore_config" \
                        "$models_posttraining_config" "$models_process_only_config" "$models_tflite_awaretraining_config" \
                        "$models_weightquant_8bit_config" "$models_weightquant_7bit_config" \
                        "$models_weightquant_9bit_config" "$models_dynamic_quant_config")
   fp16_cfg_file_list=("$models_onnx_fp16_config" "$models_caffe_fp16_config" "$models_tflite_fp16_config" "$models_tf_fp16_config" \
-                      "$models_process_only_fp16_config" "$models_mindspore_fp16_config")
+                      "$models_process_only_fp16_config" "$models_mindspore_fp16_config" "$models_dynamic_quant_fp16_config")
 fi
 
 ms_models_path=${basepath}/ms_models