diff --git a/src/plugins/intel_gpu/src/graph/include/layout_optimizer.h b/src/plugins/intel_gpu/src/graph/include/layout_optimizer.h
index 45e16d48b0c..17710b3a412 100644
--- a/src/plugins/intel_gpu/src/graph/include/layout_optimizer.h
+++ b/src/plugins/intel_gpu/src/graph/include/layout_optimizer.h
@@ -191,6 +191,7 @@ public:
     bool are_layouts_suitable_for_onednn(program_node& node);
     static bool onednn_check_data_types_for_pooling(data_types in_dt, data_types out_dt);
     static bool onednn_check_data_types_for_convolution(data_types in_dt, data_types wei_dt, data_types out_dt);
+    static bool onednn_check_data_types_for_deconvolution(data_types in_dt, data_types wei_dt, data_types out_dt);
     static bool onednn_check_data_types_for_fc_gemm(data_types in_dt, data_types wei_dt, data_types out_dt);
     static bool onednn_check_preferred_impl_type_of_users(program_node& node);
     bool is_primitive_implemented_for_onednn(program_node& node);
diff --git a/src/plugins/intel_gpu/src/graph/layout_optimizer.cpp b/src/plugins/intel_gpu/src/graph/layout_optimizer.cpp
index 1ffac0d5c37..f54fe8d46f0 100644
--- a/src/plugins/intel_gpu/src/graph/layout_optimizer.cpp
+++ b/src/plugins/intel_gpu/src/graph/layout_optimizer.cpp
@@ -106,6 +106,22 @@ bool layout_optimizer::onednn_check_data_types_for_convolution(data_types in_dt,
     return false;
 }
 
+// almost same with onednn_check_data_types_for_convolution.
+// removed case
+// - in_dt(f16) wei_dt(f16) out_dt(f32)
+bool layout_optimizer::onednn_check_data_types_for_deconvolution(data_types in_dt, data_types wei_dt, data_types out_dt) {
+    if ((in_dt == data_types::f16 && wei_dt == data_types::f16) &&
+        (out_dt == data_types::f16 || out_dt == data_types::i8 || out_dt == data_types::u8))
+        return true;
+    if ((in_dt == data_types::i8 || in_dt == data_types::u8) && wei_dt == data_types::i8 &&
+        (out_dt == data_types::f32 || out_dt == data_types::i32 || out_dt == data_types::f16 || out_dt == data_types::i8 || out_dt == data_types::u8))
+        return true;
+    if ((in_dt == data_types::f32 && wei_dt == data_types::f32) &&
+        (out_dt == data_types::i8 || out_dt == data_types::u8))
+        return true;
+    return false;
+}
+
 bool layout_optimizer::onednn_check_data_types_for_fc_gemm(data_types in_dt, data_types wei_dt, data_types out_dt) {
     if ((in_dt == data_types::f16 && wei_dt == data_types::f16) &&
         (out_dt == data_types::f16 || out_dt == data_types::f32 || out_dt == data_types::i8))
@@ -1231,11 +1247,12 @@ bool layout_optimizer::are_data_types_suitable_for_onednn(program_node& node) {
 
     if (node.is_type<pooling>()) {
         return onednn_check_data_types_for_pooling(in_dt, out_dt);
-    } else if (node.is_type<convolution>() || node.is_type<deconvolution>()) {
-        bool is_conv = node.is_type<convolution>();
-        auto wei_dt = is_conv ? node.as<convolution>().weights().get_output_layout().data_type :
-                                node.as<deconvolution>().weights().get_output_layout().data_type;
+    } else if (node.is_type<convolution>()) {
+        auto wei_dt = node.as<convolution>().weights().get_output_layout().data_type;
         return onednn_check_data_types_for_convolution(in_dt, wei_dt, out_dt);
+    } else if (node.is_type<deconvolution>()) {
+        auto wei_dt = node.as<deconvolution>().weights().get_output_layout().data_type;
+        return onednn_check_data_types_for_deconvolution(in_dt, wei_dt, out_dt);
     } else if (node.is_type<fully_connected>() || node.is_type<gemm>()) {
         bool is_fc = node.is_type<fully_connected>();
         auto wei_dt = is_fc ? node.as<fully_connected>().weights().get_output_layout().data_type :