diff --git a/mindspore/lite/test/models_mindspore.cfg b/mindspore/lite/test/models_mindspore.cfg
index 3b8a8a12b1..e2d0510c1e 100644
--- a/mindspore/lite/test/models_mindspore.cfg
+++ b/mindspore/lite/test/models_mindspore.cfg
@@ -1,12 +1,13 @@
-ssd.mindir
-mobilenetv2_438.mindir
-gate_u_net_small-1_110.mindir
-shufflenetv2.mindir
-inceptionv3.mindir
-googlenet.mindir
-retinaface_732_1280_iod.mindir
-mobilefacenet_iod.mindir
-effnet_iod.mindir
-resnext50.mindir
-ocr_mobilenetV2.mindir
-mindspore_ghostnet_ssd_13x.mindir
+ssd.mindir 1.5
+mobilenetv2_438.mindir 1.5
+gate_u_net_small-1_110.mindir 1.5
+shufflenetv2.mindir 1.5
+inceptionv3.mindir 1.5
+googlenet.mindir 1.5
+retinaface_732_1280_iod.mindir 1.5
+mobilefacenet_iod.mindir 1.5
+effnet_iod.mindir 1.5
+resnext50.mindir 1.5
+ocr_mobilenetV2.mindir 1.5
+mobilenet_quant.mindir 5
+mindspore_ghostnet_ssd_13x.mindir 1.5
diff --git a/mindspore/lite/test/run_benchmark_nets.sh b/mindspore/lite/test/run_benchmark_nets.sh
index 8509a7624c..f3603926e0 100644
--- a/mindspore/lite/test/run_benchmark_nets.sh
+++ b/mindspore/lite/test/run_benchmark_nets.sh
@@ -68,10 +68,12 @@ function Run_Converter() {
 
     # Convert mindspore models:
     while read line; do
-        model_name=${line}
-        if [[ $model_name == \#* ]]; then
+        mindspore_line_info=${line}
+        if [[ $mindspore_line_info == \#* ]]; then
           continue
         fi
+        model_name=`echo ${mindspore_line_info}|awk -F ' ' '{print $1}'`
+        accuracy_limit=`echo ${mindspore_line_info}|awk -F ' ' '{print $2}'`
         echo ${model_name} >> "${run_converter_log_file}"
         echo './converter_lite  --fmk=MINDIR --modelFile='${models_path}'/'${model_name}' --outputFile='${ms_models_path}'/'${model_name}'' >> "${run_converter_log_file}"
         ./converter_lite  --fmk=MINDIR --modelFile=${models_path}/${model_name} --outputFile=${ms_models_path}/${model_name}
@@ -385,15 +387,18 @@ function Run_x86() {
 
     # Run mindspore converted models:
     while read line; do
-        model_name=${line}
-        if [[ $model_name == \#* ]]; then
+        mindspore_line_info=${line}
+        if [[ $mindspore_line_info == \#* ]]; then
           continue
         fi
-        echo ${model_name} >> "${run_x86_log_file}"
+        model_name=`echo ${mindspore_line_info}|awk -F ' ' '{print $1}'`
+        accuracy_limit=`echo ${mindspore_line_info}|awk -F ' ' '{print $2}'`
+        echo "---------------------------------------------------------" >> "${run_x86_log_file}"
+        echo "mindspore run: ${model_name}, accuracy limit:${accuracy_limit}" >> "${run_x86_log_file}"
         echo 'cd  '${x86_path}'/mindspore-lite-'${version}'-runtime-x86-'${process_unit_x86} >> "${run_x86_log_file}"
         cd ${x86_path}/mindspore-lite-${version}-runtime-x86-${process_unit_x86} || return 1
         echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out' >> "${run_x86_log_file}"
-        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=1.5 >> "${run_x86_log_file}"
+        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=${accuracy_limit} >> "${run_x86_log_file}"
         if [ $? = 0 ]; then
             run_result='x86: '${model_name}' pass'; echo ${run_result} >> ${run_benchmark_result_file}
         else
@@ -633,15 +638,18 @@ function Run_x86_sse() {
 
     # Run mindspore converted models:
     while read line; do
-        model_name=${line}
-        if [[ $model_name == \#* ]]; then
+        mindspore_line_info=${line}
+        if [[ $mindspore_line_info == \#* ]]; then
           continue
         fi
-        echo ${model_name} >> "${run_x86_sse_log_file}"
+        model_name=`echo ${mindspore_line_info}|awk -F ' ' '{print $1}'`
+        accuracy_limit=`echo ${mindspore_line_info}|awk -F ' ' '{print $2}'`
+        echo "---------------------------------------------------------" >> "${run_x86_sse_log_file}"
+        echo "mindspore run: ${model_name}, accuracy limit:${accuracy_limit}" >> "${run_x86_sse_log_file}"
         echo 'cd  '${x86_path}'/mindspore-lite-'${version}'-runtime-x86-sse-'${process_unit_x86} >> "${run_x86_sse_log_file}"
         cd ${x86_path}/mindspore-lite-${version}-runtime-x86-sse-${process_unit_x86} || return 1
         echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile='${ms_models_path}'/'${model_name}'.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/'${model_name}'.ms.out' >> "${run_x86_sse_log_file}"
-        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=1.5 >> "${run_x86_sse_log_file}"
+        export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:./lib:./third_party/libjpeg-turbo/lib:./third_party/opencv/lib;./benchmark/benchmark --modelFile=${ms_models_path}/${model_name}.ms --inDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/input/${model_name}.ms.bin --benchmarkDataFile=/home/workspace/mindspore_dataset/mslite/models/hiai/input_output/output/${model_name}.ms.out --accuracyThreshold=${accuracy_limit} >> "${run_x86_sse_log_file}"
         if [ $? = 0 ]; then
             run_result='x86_sse: '${model_name}' pass'; echo ${run_result} >> ${run_benchmark_result_file}
         else
@@ -1047,14 +1055,16 @@ function Run_arm64() {
 
     # Run mindir converted models:
     while read line; do
-        model_name=${line}
-        if [[ $model_name == \#* ]]; then
+        mindspore_line_info=${line}
+        if [[ $mindspore_line_info == \#* ]]; then
           continue
         fi
-        echo ${model_name} >> "${run_arm64_log_file}"
+        model_name=`echo ${mindspore_line_info}|awk -F ' ' '{print $1}'`
+        accuracy_limit=`echo ${mindspore_line_info}|awk -F ' ' '{print $2}'`
+        echo "mindspore run: ${model_name}, accuracy limit:${accuracy_limit}" >> "${run_arm64_log_file}"
         echo 'cd  /data/local/tmp/benchmark_test' > adb_run_cmd.txt
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inDataFile=/data/local/tmp/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/data/local/tmp/input_output/output/'${model_name}'.ms.out --accuracyThreshold=1.5' >> "${run_arm64_log_file}"
-        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inDataFile=/data/local/tmp/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/data/local/tmp/input_output/output/'${model_name}'.ms.out --accuracyThreshold=1.5' >> adb_run_cmd.txt
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inDataFile=/data/local/tmp/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/data/local/tmp/input_output/output/'${model_name}'.ms.out --accuracyThreshold='${accuracy_limit} >> "${run_arm64_log_file}"
+        echo 'export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/data/local/tmp/benchmark_test;./benchmark --modelFile='${model_name}'.ms --inDataFile=/data/local/tmp/input_output/input/'${model_name}'.ms.bin --benchmarkDataFile=/data/local/tmp/input_output/output/'${model_name}'.ms.out --accuracyThreshold='${accuracy_limit} >> adb_run_cmd.txt
         adb -s ${device_id} shell < adb_run_cmd.txt >> "${run_arm64_log_file}"
         if [ $? = 0 ]; then
             run_result='arm64: '${model_name}' pass'; echo ${run_result} >> ${run_benchmark_result_file}