diff --git a/test_tipc/configs/layoutxlm/train_infer_python.txt b/test_tipc/configs/layoutxlm_ser/train_infer_python.txt
similarity index 98%
rename from test_tipc/configs/layoutxlm/train_infer_python.txt
rename to test_tipc/configs/layoutxlm_ser/train_infer_python.txt
index 32b623a8dc0b30091c029f8906dbce8ebafde2b4..887c3285eccf59c1833eead48893a807ded12fee 100644
--- a/test_tipc/configs/layoutxlm/train_infer_python.txt
+++ b/test_tipc/configs/layoutxlm_ser/train_infer_python.txt
@@ -1,5 +1,5 @@
 ===========================train_params===========================
-model_name:layoutxlm
+model_name:layoutxlm_ser
 python:python3.7
 gpu_list:0|0,1
 Global.use_gpu:True|True
diff --git a/test_tipc/docs/benchmark_train.md b/test_tipc/docs/benchmark_train.md
index 9076ccc40c3459c28d279f144a536da35bda77d4..50cc13b92fc9b566c95d61cac00e587547a94811 100644
--- a/test_tipc/docs/benchmark_train.md
+++ b/test_tipc/docs/benchmark_train.md
@@ -69,7 +69,7 @@ train_log/
 | det_r50_vd_east_v2.0	 |[config](../configs/det_r50_vd_east_v2.0/train_infer_python.txt) | 42.485 | 42.624 /	42.663 /	42.561 |0.00239083 | 67.61 |67.825/ 	68.299/ 	68.51| 0.00999854 | 10,000| 2,000|
 | det_r50_vd_pse_v2.0	 |[config](../configs/det_r50_vd_pse_v2.0/train_infer_python.txt) | 16.455 | 16.517 / 16.555 /	16.353 |0.012201752 | 27.02 |27.288 /	27.152 /	27.408| 0.009340339 | 10,000| 2,000|
 | rec_mv3_none_bilstm_ctc_v2.0	 |[config](../configs/rec_mv3_none_bilstm_ctc_v2.0/train_infer_python.txt) | 2288.358 | 2291.906 /	2293.725 /	2290.05 |0.001602197 | 2336.17 |2327.042 /	2328.093 /	2344.915| 0.007622025 | 600,000| 160,000|
-| layoutxlm	 |[config](../configs/layoutxlm/train_infer_python.txt) | 18.001 | 18.114 /	18.107 /	18.307 |0.010924783 | 21.982 | 21.507 /	21.116 /	21.406| 0.018180127 | 1490 | 1490|
+| layoutxlm_ser	 |[config](../configs/layoutxlm/train_infer_python.txt) | 18.001 | 18.114 /	18.107 /	18.307 |0.010924783 | 21.982 | 21.507 /	21.116 /	21.406| 0.018180127 | 1490 | 1490|
 | PP-Structure-table	 |[config](../configs/en_table_structure/train_infer_python.txt) | 14.151 | 14.077 /	14.23 /	14.25 |0.012140351 | 16.285 | 16.595 /	16.878 /	16.531 | 0.020559308 | 20,000| 5,000|
 | det_r50_dcn_fce_ctw_v2.0	 |[config](../configs/det_r50_dcn_fce_ctw_v2.0/train_infer_python.txt) | 14.057 | 14.029 /	14.02 /	14.014 |0.001069214 | 18.298 |18.411 /	18.376 /	18.331| 0.004345228 | 10,000| 2,000|
 | ch_PP-OCRv3_det	 |[config](../configs/ch_PP-OCRv3_det/train_infer_python.txt) | 8.622 | 8.431 /	8.423 /	8.479|0.006604552 | 14.203 |14.346	14.468	14.23| 0.016450097 | 10,000| 2,000|
diff --git a/test_tipc/prepare.sh b/test_tipc/prepare.sh
index 35b9c73a065e05848a266f2e73fc258d3c994ce3..709a5a6113fdec413711f4156f911bbc656f9078 100644
--- a/test_tipc/prepare.sh
+++ b/test_tipc/prepare.sh
@@ -106,7 +106,7 @@ if [ ${MODE} = "benchmark_train" ];then
         ln -s ./icdar2015_benckmark ./icdar2015
         cd ../
     fi
-    if [ ${model_name} == "layoutxlm" ]; then
+    if [ ${model_name} == "layoutxlm_ser" ]; then
         pip install -r ppstructure/vqa/requirements.txt
         pip install paddlenlp>=2.3.5
         wget -nc -P ./train_data/ https://paddleocr.bj.bcebos.com/ppstructure/dataset/XFUND.tar --no-check-certificate
@@ -220,7 +220,7 @@ if [ ${MODE} = "lite_train_lite_infer" ];then
         wget -nc -P ./pretrain_models/ https://paddleocr.bj.bcebos.com/rec_r32_gaspin_bilstm_att_train.tar --no-check-certificate
         cd ./pretrain_models/ && tar xf rec_r32_gaspin_bilstm_att_train.tar && cd ../
     fi
-    if [ ${model_name} == "layoutxlm" ]; then
+    if [ ${model_name} == "layoutxlm_ser" ]; then
         pip install -r ppstructure/vqa/requirements.txt
         pip install paddlenlp>=2.3.5
         wget -nc -P ./train_data/ https://paddleocr.bj.bcebos.com/ppstructure/dataset/XFUND.tar --no-check-certificate