diff --git a/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py b/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py
index 9b6b85307345beaaff678caafc6d4f77f4690fd2..cff0070cb668f498bbdd46509206447db46e9e61 100644
--- a/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py
+++ b/debug/accuracy_tools/api_accuracy_checker/compare/algorithm.py
@@ -51,10 +51,13 @@ def get_msg_and_handle_value(n_value, b_value):
     return n_value, b_value, msg
 
 
-def get_max_rel_err(n_value, b_value):
-    n_value, b_value, msg = get_msg_and_handle_value(n_value, b_value)
+def get_max_rel_err(b_value, n_value):
+    b_value, n_value, msg = get_msg_and_handle_value(b_value, n_value)
     rel_err = np.abs((n_value - b_value) / b_value).max()
-    bool_result = rel_err < 0.001
+    if n_value.dtype == np.float32:
+        bool_result = rel_err < 0.0001
+    else:
+        bool_result = rel_err < 0.001
     return rel_err, bool_result, msg
 
 def get_max_abs_err(n_value, b_value):
diff --git a/debug/accuracy_tools/api_accuracy_checker/compare/compare.py b/debug/accuracy_tools/api_accuracy_checker/compare/compare.py
index a584405c007ec02ca56a92d8cc008eea35dd29db..59dee51001f68329f2163c76b4afcb93433b38c3 100644
--- a/debug/accuracy_tools/api_accuracy_checker/compare/compare.py
+++ b/debug/accuracy_tools/api_accuracy_checker/compare/compare.py
@@ -143,13 +143,17 @@ class Comparator:
             bench_dtype_total = bench_dtype
             npu_dtype_total = npu_dtype
             shape_total = shape
-            if name != "Max Relative Error" and name != "Max Absolute Error":
+            if name not in ["Max Relative Error", "Max Absolute Error"]:
                 test_success_total = test_success_total and test_success
             if detailed_result_total:
                 for i in range(len(detailed_result_total)):
                     detailed_result_total[i] += detailed_result[i]
             else:
                 detailed_result_total = detailed_result
+        for name in self.compare_alg.keys():
+            alg = self.compare_alg[name][0]
+            if name == "Max Absolute Error":
+                test_success_total = test_success_total or test_success
         # dtype加到所有指标的前面, 是否pass放到所有指标的后面
         for i in range(len(detailed_result_total)):
             detailed_result = list(detailed_result_total[i])