diff --git a/src/operators/kernel/central-arm-func/pool_arm_func.h b/src/operators/kernel/central-arm-func/pool_arm_func.h
index f1065d4571ab512913412f7fb05b059ebc62ec40..941c237865707bce854aedba56029a4f5de9b2bf 100644
--- a/src/operators/kernel/central-arm-func/pool_arm_func.h
+++ b/src/operators/kernel/central-arm-func/pool_arm_func.h
@@ -76,7 +76,7 @@ void PoolCompute(const PoolParam<CPU> &param) {
       }
     }
 
-  } else if (0 && ksize[0] == 2 && ksize[0] == ksize[1] && strides[0] == 2 &&
+  } else if (ksize[0] == 2 && ksize[0] == ksize[1] && strides[0] == 2 &&
              strides[0] == strides[1] && paddings[0] == paddings[1] &&
              paddings[1] == 0) {
 #if __ARM_NEON
diff --git a/src/operators/math/pool_2x2.cpp b/src/operators/math/pool_2x2.cpp
index 9dc3dbafed990de2f4057d98a2accdd8ce2fd7db..88bf866b73f6f06d28f6e1868031ae1a25b9b31c 100644
--- a/src/operators/math/pool_2x2.cpp
+++ b/src/operators/math/pool_2x2.cpp
@@ -58,7 +58,7 @@ void Pool2x2Maxs2p0(vector<int> strides, vector<int> paddings,
         const float *in_ptr1 = input_data + i * input_batch_stride +
                                c * input_channel_stride + ph * input_width;
         const float *in_ptr2 = in_ptr1 + input_width;
-        if (ph + 1 >= input_height) {
+        if (ph != input_height && ph + 1 >= input_height) {
           in_ptr2 = static_cast<float *>(
               paddle_mobile::memory::Alloc(sizeof(float) * input_width));
           memset(static_cast<void *>(const_cast<float *>(in_ptr2)), -FLT_MAX,
@@ -122,19 +122,30 @@ void Pool2x2Maxs2p0(vector<int> strides, vector<int> paddings,
 #endif
 
         if (_w2 != 0) {
-          in_ptr1 += 16 * w1 + 4 * w2;
-          in_ptr2 += 16 * w1 + 4 * w2;
-          out_ptr += 8 * w1 + 2 * w2;
+          in_ptr1 = input_data + i * input_batch_stride +
+                    c * input_channel_stride + ph * input_width + 16 * w1 +
+                    4 * w2;
+          in_ptr2 = in_ptr1 + input_width;
+          out_ptr = output_data + i * output_batch_stride +
+                    c * output_channel_stride + ph / 2 * output_width + 8 * w1 +
+                    2 * w2;
           if (_w2 == 1) {
             *out_ptr = (*in_ptr1 > *in_ptr2) ? *in_ptr1 : *in_ptr2;
           } else if (_w2 == 2) {
-            float temp = (*in_ptr1++ > *in_ptr2++) ? *in_ptr1++ : *in_ptr2++;
+            float temp = (*in_ptr1 > *in_ptr2) ? *in_ptr1 : *in_ptr2;
+            in_ptr1++;
+            in_ptr2++;
             float temp1 = (*in_ptr1 > *in_ptr2) ? *in_ptr1 : *in_ptr2;
             *out_ptr = (temp > temp1) ? temp : temp1;
           } else if (_w2 == 3) {
-            float temp = (*in_ptr1++ > *in_ptr2++) ? *in_ptr1++ : *in_ptr2++;
-            float temp1 = (*in_ptr1++ > *in_ptr2++) ? *in_ptr1++ : *in_ptr2++;
-            *out_ptr++ = (temp > temp1) ? temp : temp1;
+            float temp = (*in_ptr1 > *in_ptr2) ? *in_ptr1 : *in_ptr2;
+            in_ptr1++;
+            in_ptr2++;
+            float temp1 = (*in_ptr1 > *in_ptr2) ? *in_ptr1 : *in_ptr2;
+            in_ptr1++;
+            in_ptr2++;
+            *out_ptr = (temp > temp1) ? temp : temp1;
+            out_ptr++;
             *out_ptr = (*in_ptr1 > *in_ptr2) ? *in_ptr1 : *in_ptr2;
           }
         }
@@ -173,7 +184,7 @@ void Pool2x2Avgs2p0(vector<int> strides, vector<int> paddings,
   int w2 = _w1 / 4;
   int _w2 = _w1 % 4;
 
-  float quarter = 1 / 4;
+  float quarter = 0.25;
   for (int i = 0; i < batch_size; ++i) {
     for (int c = 0; c < output_channels; ++c) {
       for (int ph = 0; ph < input_height; ph += 2) {
@@ -250,25 +261,32 @@ void Pool2x2Avgs2p0(vector<int> strides, vector<int> paddings,
 #endif
 
         if (_w2 != 0) {
-          in_ptr1 += 16 * w1 + 4 * w2;
-          in_ptr2 += 16 * w1 + 4 * w2;
-          out_ptr += 8 * w1 + 2 * w2;
+          in_ptr1 = input_data + i * input_batch_stride +
+                    c * input_channel_stride + ph * input_width + 16 * w1 +
+                    4 * w2;
+          in_ptr2 = in_ptr1 + input_width;
+          out_ptr = output_data + i * output_batch_stride +
+                    c * output_channel_stride + ph / 2 * output_width + 8 * w1 +
+                    2 * w2;
           if (_w2 == 1) {
             *out_ptr = 0.5 * (*in_ptr1 + *in_ptr2);
           } else if (_w2 == 2) {
             float temp = 0;
-            temp += *in_ptr1++;
-            temp += *in_ptr2++;
             temp += *in_ptr1;
             temp += *in_ptr2;
-            *out_ptr = 0.5 * temp;
+            in_ptr1++;
+            in_ptr2++;
+            temp += *in_ptr1;
+            temp += *in_ptr2;
+            *out_ptr = 0.25 * temp;
           } else if (_w2 == 3) {
             float temp = 0;
             temp += *in_ptr1++;
             temp += *in_ptr2++;
             temp += *in_ptr1++;
             temp += *in_ptr2++;
-            *out_ptr++ = 0.5 * temp;
+            *out_ptr = 0.25 * temp;
+            out_ptr++;
             *out_ptr = 0.5 * (*in_ptr1 + *in_ptr2);
           }
         }