diff --git a/benchmark/benchmark_uie.py b/benchmark/benchmark_uie.py
index 18e7566fe..44c562d7e 100644
--- a/benchmark/benchmark_uie.py
+++ b/benchmark/benchmark_uie.py
@@ -28,8 +28,8 @@ def parse_arguments():
     parser.add_argument(
         "--backend",
         type=str,
-        default='pp',
-        choices=['ort', 'pp', 'trt', 'pp-trt', 'openvino'],
+        default='paddle',
+        choices=['ort', 'paddle', 'trt', 'paddle_trt', 'ov'],
         help="The inference runtime backend.")
     parser.add_argument(
         "--device_id", type=int, default=0, help="device(gpu) id")
@@ -67,15 +67,15 @@ def build_option(args):
         option.set_cpu_thread_num(args.cpu_num_threads)
     else:
         option.use_gpu(args.device_id)
-    if args.backend == 'pp':
+    if args.backend == 'paddle':
         option.use_paddle_backend()
     elif args.backend == 'ort':
         option.use_ort_backend()
-    elif args.backend == 'openvino':
+    elif args.backend == 'ov':
         option.use_openvino_backend()
     else:
         option.use_trt_backend()
-        if args.backend == 'pp-trt':
+        if args.backend == 'paddle_trt':
             option.enable_paddle_to_trt()
             option.enable_paddle_trt_collect_shape()
         trt_file = os.path.join(args.model_dir, "infer.trt")
diff --git a/benchmark/run_benchmark_uie.sh b/benchmark/run_benchmark_uie.sh
index 5ba9e88db..51eb5d973 100644
--- a/benchmark/run_benchmark_uie.sh
+++ b/benchmark/run_benchmark_uie.sh
@@ -8,20 +8,20 @@ echo "[FastDeploy]    Running UIE benchmark..."
 
 # GPU
 echo "-------------------------------GPU Benchmark---------------------------------------"
-python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend pp --device_id $DEVICE_ID --device gpu --enable_collect_memory_info True
+python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend paddle --device_id $DEVICE_ID --device gpu --enable_collect_memory_info True
 python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend ort --device_id $DEVICE_ID --device gpu --enable_collect_memory_info True
-python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend pp-trt --device_id $DEVICE_ID --device gpu --enable_trt_fp16 False --enable_collect_memory_info True
+python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend paddle_trt --device_id $DEVICE_ID --device gpu --enable_trt_fp16 False --enable_collect_memory_info True
 python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend trt --device_id $DEVICE_ID --device gpu --enable_trt_fp16 False --enable_collect_memory_info True
-python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend pp-trt --device_id $DEVICE_ID --device gpu --enable_trt_fp16 True --enable_collect_memory_info True
+python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend paddle_trt --device_id $DEVICE_ID --device gpu --enable_trt_fp16 True --enable_collect_memory_info True
 python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend trt --device_id $DEVICE_ID --device gpu --enable_trt_fp16 True --enable_collect_memory_info True
 echo "-----------------------------------------------------------------------------------"
 
 # CPU
 echo "-------------------------------CPU Benchmark---------------------------------------"
-for cpu_num_threads in 1 2 4 8 16;
+for cpu_num_threads in 1 8;
 do
-  python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend pp --device cpu --cpu_num_threads ${cpu_num_threads} --enable_collect_memory_info True
+  python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend paddle --device cpu --cpu_num_threads ${cpu_num_threads} --enable_collect_memory_info True
   python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend ort --device cpu --cpu_num_threads ${cpu_num_threads} --enable_collect_memory_info True
-  python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend openvino --device cpu --cpu_num_threads ${cpu_num_threads} --enable_collect_memory_info True
+  python benchmark_uie.py --epoch 5 --model_dir uie-base --data_path reimbursement_form_data.txt --backend ov --device cpu --cpu_num_threads ${cpu_num_threads} --enable_collect_memory_info True
 done
 echo "-----------------------------------------------------------------------------------"