diff --git a/ppcls/metric/__init__.py b/ppcls/metric/__init__.py
index d566a962d1fc2769f3e6ade61c80d32348adc08a..696e8f8580f089f53dc9808fd479535f25188ea5 100644
--- a/ppcls/metric/__init__.py
+++ b/ppcls/metric/__init__.py
@@ -16,8 +16,7 @@ from paddle import nn
 import copy
 from collections import OrderedDict
 
-from .metrics import TopkAcc, mAP, mINP, Recallk
-
+from .metrics import TopkAcc, mAP, mINP, Recallk, RetriMetric
 
 class CombinedMetrics(nn.Layer):
     def __init__(self, config_list):
@@ -25,12 +24,20 @@ class CombinedMetrics(nn.Layer):
         self.metric_func_list = []
         assert isinstance(config_list, list), (
             'operator config should be a list')
+        
+        self.retri_config = dict()  # retrieval metrics config
         for config in config_list:
             assert isinstance(config,
                               dict) and len(config) == 1, "yaml format error"
             metric_name = list(config)[0]
+            if metric_name in ["Recallk", "mAP", "mINP"]:
+                self.retri_config[metric_name] = config[metric_name]
+                continue
             metric_params = config[metric_name]
             self.metric_func_list.append(eval(metric_name)(**metric_params))
+            
+        if self.retri_config:
+            self.metric_func_list.append(RetriMetric(self.retri_config))
 
     def __call__(self, *args, **kwargs):
         metric_dict = OrderedDict()