diff --git a/framework/e2e/PaddleLT_new/layertest.py b/framework/e2e/PaddleLT_new/layertest.py
index 703e2077fc..d083eaef64 100644
--- a/framework/e2e/PaddleLT_new/layertest.py
+++ b/framework/e2e/PaddleLT_new/layertest.py
@@ -10,7 +10,7 @@
 import traceback
 
 # from engine.engine_map import engine_map
-from strategy.compare import base_compare
+from strategy.compare import base_compare, infer_compare
 from tools.yaml_loader import YamlLoader
 from tools.logger import Logger
 from tools.res_save import save_tensor, load_tensor, save_pickle
@@ -163,7 +163,11 @@ def _case_run(self):
                         compare_res_list.append(tmp)
                 else:
                     precision = comparing.get("precision")
-                    compare_res = base_compare(
+                    if comparing.get("compare_method") == "infer_compare":
+                        compare_methon = infer_compare
+                    else:
+                        compare_methon = base_compare
+                    compare_res = compare_methon(
                         result=result,
                         expect=expect,
                         res_name=latest,
diff --git a/framework/e2e/PaddleLT_new/strategy/compare.py b/framework/e2e/PaddleLT_new/strategy/compare.py
index 9bec4389dd..64dcebb8ad 100644
--- a/framework/e2e/PaddleLT_new/strategy/compare.py
+++ b/framework/e2e/PaddleLT_new/strategy/compare.py
@@ -148,6 +148,43 @@ def base_compare(result, expect, res_name, exp_name, logger, delta=1e-10, rtol=1
     return exc_dict
 
 
+def infer_compare(result, expect, res_name, exp_name, logger, delta=1e-10, rtol=1e-10, exc_dict={}):
+    """
+    比较函数
+    :param result: 待测值
+    :param expect: 基线值
+    :param delta: 误差值
+    :param rtol: 相对误差
+    :return:
+    """
+    # 去除反向结果的数据
+    forward_handled_result = {"logit": []}
+    forward_handled_expect = {"logit": []}
+
+    # 去除非tensor数值的影响
+    if isinstance(expect["logit"], (tuple, list)):
+        for item in expect["logit"]:
+            if not isinstance(item, (int, bool, float)):
+                forward_handled_expect["logit"].append(item)
+
+    if isinstance(result["logit"], (tuple, list)):
+        for item in result["logit"]:
+            if not isinstance(item, (int, bool, float)):
+                forward_handled_result["logit"].append(item)
+
+    exc_dict = base_compare(
+        result=result,
+        expect=expect,
+        res_name=res_name,
+        exp_name=exp_name,
+        logger=logger,
+        delta=1e-10,
+        rtol=1e-10,
+        exc_dict=exc_dict,
+    )
+    return exc_dict
+
+
 def perf_compare_legacy(baseline, latest):
     """
     比较函数
diff --git a/framework/e2e/PaddleLT_new/yaml/dy^dy2st_train_static_inputspec^export_st_inputspec^ppinfer_new_exc_pir.yml b/framework/e2e/PaddleLT_new/yaml/dy^dy2st_train_static_inputspec^export_st_inputspec^ppinfer_new_exc_pir.yml
index 792fee8fcd..5e71b204c3 100644
--- a/framework/e2e/PaddleLT_new/yaml/dy^dy2st_train_static_inputspec^export_st_inputspec^ppinfer_new_exc_pir.yml
+++ b/framework/e2e/PaddleLT_new/yaml/dy^dy2st_train_static_inputspec^export_st_inputspec^ppinfer_new_exc_pir.yml
@@ -33,18 +33,21 @@ compare:
   -
     baseline: 'dy_train'
     latest: 'dy2st_train_static_inputspec'
+    compare_method: "base_compare"
     precision:
       delta: 0.00001
       rtol: 0.000001
   -
     baseline: 'dy_train'
     latest: 'paddle_infer_new_exc_pir'
+    compare_method: "infer_compare"
     precision:
       delta: 0.00001
       rtol: 0.000001
   -
     baseline: 'dy2st_train_static_inputspec'
     latest: 'paddle_infer_new_exc_pir'
+    compare_method: "infer_compare"
     precision:
       delta: 0.00001
       rtol: 0.000001
diff --git a/framework/e2e/PaddleLT_new/yaml/dy^dy2stcinn_train^export_cinn_st_inputspec^ppinfer_new_exc_pir.yml b/framework/e2e/PaddleLT_new/yaml/dy^dy2stcinn_train^export_cinn_st_inputspec^ppinfer_new_exc_pir.yml
index 2efbb3e9ac..a804cd2b37 100644
--- a/framework/e2e/PaddleLT_new/yaml/dy^dy2stcinn_train^export_cinn_st_inputspec^ppinfer_new_exc_pir.yml
+++ b/framework/e2e/PaddleLT_new/yaml/dy^dy2stcinn_train^export_cinn_st_inputspec^ppinfer_new_exc_pir.yml
@@ -33,18 +33,21 @@ compare:
   -
     baseline: 'dy_train'
     latest: 'dy2st_train_cinn'
+    compare_method: "base_compare"
     precision:
       delta: 0.00001
       rtol: 0.000001
   -
     baseline: 'dy_train'
     latest: 'paddle_infer_new_exc_pir'
+    compare_method: "infer_compare"
     precision:
       delta: 0.00001
       rtol: 0.000001
   -
     baseline: 'dy2st_train_cinn'
     latest: 'paddle_infer_new_exc_pir'
+    compare_method: "infer_compare"
     precision:
       delta: 0.00001
       rtol: 0.000001