diff --git a/paddle/fluid/operators/detection/distribute_fpn_proposals_op.cc b/paddle/fluid/operators/detection/distribute_fpn_proposals_op.cc
index 2976c3ff4c..7df03990b7 100644
--- a/paddle/fluid/operators/detection/distribute_fpn_proposals_op.cc
+++ b/paddle/fluid/operators/detection/distribute_fpn_proposals_op.cc
@@ -41,6 +41,11 @@ class DistributeFpnProposalsOp : public framework::OperatorWithKernel {
     }
     ctx->SetOutputsDim("MultiFpnRois", outs_dims);
     ctx->SetOutputDim("RestoreIndex", {-1, 1});
+    if (!ctx->IsRuntime()) {
+      for (size_t i = 0; i < num_out_rois; ++i) {
+        ctx->SetLoDLevel("MultiFpnRois", ctx->GetLoDLevel("FpnRois"), i);
+      }
+    }
   }
 
  protected:
diff --git a/paddle/fluid/operators/detection/multiclass_nms_op.cc b/paddle/fluid/operators/detection/multiclass_nms_op.cc
index 9cdc46b4a2..0cfb79b358 100644
--- a/paddle/fluid/operators/detection/multiclass_nms_op.cc
+++ b/paddle/fluid/operators/detection/multiclass_nms_op.cc
@@ -74,6 +74,9 @@ class MultiClassNMSOp : public framework::OperatorWithKernel {
     } else {
       ctx->SetOutputDim("Out", {-1, box_dims[2] + 2});
     }
+    if (!ctx->IsRuntime()) {
+      ctx->SetLoDLevel("Out", std::max(ctx->GetLoDLevel("BBoxes"), 1));
+    }
   }
 
  protected:
@@ -493,6 +496,9 @@ class MultiClassNMS2Op : public MultiClassNMSOp {
     } else {
       ctx->SetOutputDim("Index", {-1, 1});
     }
+    if (!ctx->IsRuntime()) {
+      ctx->SetLoDLevel("Index", std::max(ctx->GetLoDLevel("BBoxes"), 1));
+    }
   }
 };
 
diff --git a/python/paddle/fluid/tests/unittests/white_list/compile_vs_runtime_white_list.py b/python/paddle/fluid/tests/unittests/white_list/compile_vs_runtime_white_list.py
index 39db9f5476..ee8202aa9f 100644
--- a/python/paddle/fluid/tests/unittests/white_list/compile_vs_runtime_white_list.py
+++ b/python/paddle/fluid/tests/unittests/white_list/compile_vs_runtime_white_list.py
@@ -30,11 +30,8 @@ COMPILE_RUN_OP_WHITE_LIST = [
     'rpn_target_assign', \
     'retinanet_target_assign', \
     'filter_by_instag', \
-    'multiclass_nms', \
-    'multiclass_nms2', \
     'im2sequence', \
     'generate_proposal_labels', \
-    'distribute_fpn_proposals', \
     'detection_map', \
     'locality_aware_nms', \
     'var_conv_2d'