diff --git a/src/plugins/intel_cpu/src/nodes/mkldnn_roi_pooling_node.cpp b/src/plugins/intel_cpu/src/nodes/mkldnn_roi_pooling_node.cpp
index 572247387e3..d6fa2945438 100644
--- a/src/plugins/intel_cpu/src/nodes/mkldnn_roi_pooling_node.cpp
+++ b/src/plugins/intel_cpu/src/nodes/mkldnn_roi_pooling_node.cpp
@@ -15,6 +15,7 @@
 #include "emitters/jit_load_store_emitters.hpp"
 
 #include <cpu/x64/jit_generator.hpp>
+#include <common/primitive_hashing_utils.hpp>
 
 #include <string>
 #include <vector>
@@ -149,7 +150,7 @@ private:
 
         mov(aux_reg_input, reg_input);
 
-        const int src_c_off = jpp_.ih * jpp_.iw * jpp_.c_block * jpp_.src_data_size;
+        const int src_c_off = jpp_.ih * jpp_.iw * jpp_.c_block * jpp_.src_prc.size();
         for (int i = 0; i < c_blocks; i++) {
             Vmm vmm_max = get_acc_reg(i);
 
@@ -184,21 +185,21 @@ private:
                     }
                 }
 
-                add(aux_reg_input1, jpp_.c_block * jpp_.src_data_size);
+                add(aux_reg_input1, jpp_.c_block * jpp_.src_prc.size());
 
                 inc(w_iter);
                 cmp(w_iter, reg_kw);
                 jl(w_loop_label, T_NEAR);
             }
 
-            add(aux_reg_input, jpp_.iw * jpp_.c_block * jpp_.src_data_size);
+            add(aux_reg_input, jpp_.iw * jpp_.c_block * jpp_.src_prc.size());
 
             inc(h_iter);
             cmp(h_iter, reg_kh);
             jl(h_loop_label, T_NEAR);
         }
 
-        const int dst_c_off = jpp_.oh * jpp_.ow * jpp_.c_block * jpp_.dst_data_size;
+        const int dst_c_off = jpp_.oh * jpp_.ow * jpp_.c_block * jpp_.dst_prc.size();
         for (int i = 0; i < c_blocks; i++) {
             Vmm vmm_dst = get_acc_reg(i);
 
@@ -220,7 +221,7 @@ private:
         Vmm vmm_src11 = get_src_reg(3);
 
         for (int i = 0; i < c_blocks; i++) {
-            const int src_c_off = i * jpp_.ih * jpp_.iw * jpp_.c_block * jpp_.src_data_size;
+            const int src_c_off = i * jpp_.ih * jpp_.iw * jpp_.c_block * jpp_.src_prc.size();
             const auto load_context = std::make_shared<load_emitter_context>(jpp_.src_prc, Precision::FP32, step, src_c_off);
 
             mov(aux_reg_input, reg_input);
@@ -253,7 +254,7 @@ private:
             uni_vsubps(vmm_src11, vmm_src11, vmm_src01);
             uni_vfmadd213ps(vmm_src11, vmm_yf, vmm_src01);
 
-            const int dst_c_off = i * jpp_.oh * jpp_.ow * jpp_.c_block * jpp_.dst_data_size;
+            const int dst_c_off = i * jpp_.oh * jpp_.ow * jpp_.c_block * jpp_.dst_prc.size();
 
             store_emitter->emit_code({static_cast<size_t>(vmm_src11.getIdx())}, {static_cast<size_t>(reg_output.getIdx())},
                                      std::make_shared<store_emitter_context>(Precision::FP32, jpp_.dst_prc, step, dst_c_off),
@@ -264,7 +265,7 @@ private:
     void empty_roi(int c_blocks) {
         uni_vpxor(vmm_zero, vmm_zero, vmm_zero);
 
-        const int dst_c_off = jpp_.oh * jpp_.ow * jpp_.c_block * jpp_.dst_data_size;
+        const int dst_c_off = jpp_.oh * jpp_.ow * jpp_.c_block * jpp_.dst_prc.size();
         for (int i = 0; i < c_blocks; i++) {
             store_emitter->emit_code({static_cast<size_t>(vmm_zero.getIdx())}, {static_cast<size_t>(reg_output.getIdx())},
                                      std::make_shared<store_emitter_context>(jpp_.src_prc, jpp_.dst_prc, step, i * dst_c_off),
@@ -285,8 +286,8 @@ private:
             roi_pool_bilinear(c_blocks);
 
         if (isa == cpu::x64::sse41) {
-            add(reg_input, 4 * jpp_.src_data_size);
-            add(reg_output, 4 * jpp_.dst_data_size);
+            add(reg_input, 4 * jpp_.src_prc.size());
+            add(reg_output, 4 * jpp_.dst_prc.size());
 
             if (jpp_.alg == Algorithm::ROIPoolingMax)
                 roi_pool_max(c_blocks);
@@ -298,7 +299,7 @@ private:
         L(empty_roi_label);
         empty_roi(c_blocks);
         if (isa == cpu::x64::sse41) {
-            add(reg_output, 4 * jpp_.dst_data_size);
+            add(reg_output, 4 * jpp_.dst_prc.size());
             empty_roi(c_blocks);
         }
 
@@ -306,6 +307,62 @@ private:
     }
 };
 
+namespace {
+struct RoiPoolingKey {
+    jit_roi_pooling_params refParams;
+
+    size_t hash() const;
+    bool operator==(const RoiPoolingKey& rhs) const;
+};
+
+size_t RoiPoolingKey::hash() const {
+    using namespace dnnl::impl;
+    using namespace dnnl::impl::primitive_hashing;
+
+    size_t seed = 0;
+
+    seed = hash_combine(seed, refParams.mb);
+    seed = hash_combine(seed, refParams.c);
+    seed = hash_combine(seed, refParams.nb_c);
+    seed = hash_combine(seed, refParams.c_block);
+    seed = hash_combine(seed, refParams.nb_c_blocking);
+    seed = hash_combine(seed, refParams.ih);
+    seed = hash_combine(seed, refParams.iw);
+    seed = hash_combine(seed, refParams.oh);
+    seed = hash_combine(seed, refParams.ow);
+    seed = hash_combine(seed, refParams.alg);
+    seed = hash_combine(seed, refParams.src_prc.getPrecVal());
+    seed = hash_combine(seed, refParams.dst_prc.getPrecVal());
+    seed = hash_combine(seed, refParams.spatial_scale);
+    seed = hash_combine(seed, refParams.pooled_h);
+    seed = hash_combine(seed, refParams.pooled_w);
+
+    return seed;
+}
+
+bool RoiPoolingKey::operator==(const RoiPoolingKey &rhs) const {
+    return refParams == rhs.refParams;
+}
+} // namespace
+
+bool MKLDNNPlugin::jit_roi_pooling_params::operator==(const MKLDNNPlugin::jit_roi_pooling_params &rhs) const noexcept {
+    return mb == rhs.mb &&
+           c == rhs.c &&
+           ih == rhs.ih &&
+           iw == rhs.iw &&
+           oh == rhs.oh &&
+           ow == rhs.ow &&
+           c_block == rhs.c_block &&
+           nb_c == rhs.nb_c &&
+           nb_c_blocking == rhs.nb_c_blocking &&
+           spatial_scale == rhs.spatial_scale &&
+           pooled_h == rhs.pooled_h &&
+           pooled_w == rhs.pooled_w &&
+           src_prc == rhs.src_prc &&
+           dst_prc == rhs.dst_prc &&
+           alg == rhs.alg;
+}
+
 bool MKLDNNROIPoolingNode::isSupportedOperation(const std::shared_ptr<const ngraph::Node>& op, std::string& errorMessage) noexcept {
     try {
         auto roiPooling = ngraph::as_type_ptr<const ngraph::opset2::ROIPooling>(op);
@@ -383,8 +440,6 @@ void MKLDNNROIPoolingNode::initSupportedPrimitiveDescriptors() {
             refParams.src_prc = Precision::FP32;
     }
 
-    src_data_size = dst_data_size = refParams.src_prc.size();
-
     auto format = mayiuse(avx512_common) ? LayoutType::nCsp16c : LayoutType::nCsp8c;
     impl_desc_type impl_type;
     if (mayiuse(cpu::x64::avx512_common)) {
@@ -415,8 +470,6 @@ void MKLDNNROIPoolingNode::createPrimitive() {
     const auto& config = selectedPD->getConfig();
     refParams.src_prc = config.inConfs[0].desc->getPrecision();
     refParams.dst_prc = config.outConfs[0].desc->getPrecision();
-    refParams.src_data_size = refParams.src_prc.size();
-    refParams.dst_data_size = refParams.dst_prc.size();
 
     if (inputShapesDefined()) {
         if (needPrepareParams() && isExecutable())
@@ -464,7 +517,13 @@ void MKLDNNROIPoolingNode::prepareParams() {
     refParams.oh = outDims[2];
     refParams.ow = outDims[3];
 
-    execPtr = ROIPoolingExecutor::createROIPoolingNewExecutor(refParams);
+    RoiPoolingKey key = {refParams};
+    auto builder = [](const RoiPoolingKey& key) {
+        return ROIPoolingExecutor::createROIPoolingNewExecutor(key.refParams);
+    };
+    auto cache = getRuntimeCache();
+    auto result = cache->getOrCreate(key, builder);
+    execPtr = result.first;
 }
 
 template <typename T>
diff --git a/src/plugins/intel_cpu/src/nodes/mkldnn_roi_pooling_node.h b/src/plugins/intel_cpu/src/nodes/mkldnn_roi_pooling_node.h
index 3e8a74d72b2..7c3db364fd7 100644
--- a/src/plugins/intel_cpu/src/nodes/mkldnn_roi_pooling_node.h
+++ b/src/plugins/intel_cpu/src/nodes/mkldnn_roi_pooling_node.h
@@ -25,10 +25,10 @@ struct jit_roi_pooling_params {
 
     InferenceEngine::Precision src_prc;
     InferenceEngine::Precision dst_prc;
-    int src_data_size = 0;
-    int dst_data_size = 0;
 
     Algorithm alg;
+
+    bool operator==(const jit_roi_pooling_params& rhs) const noexcept;
 };
 
 struct jit_roi_pooling_call_args {
@@ -83,9 +83,6 @@ private:
     template<typename T> void execute();
     template<typename T> struct ROIPoolingExecute;
 
-    size_t src_data_size = 0;
-    size_t dst_data_size = 0;
-
     jit_roi_pooling_params refParams = {};
 
     std::string errorPrefix;
diff --git a/src/tests/functional/plugin/cpu/single_layer_tests/roi_pooling.cpp b/src/tests/functional/plugin/cpu/single_layer_tests/roi_pooling.cpp
index 5b3955f12e3..1aaf7ab7e29 100644
--- a/src/tests/functional/plugin/cpu/single_layer_tests/roi_pooling.cpp
+++ b/src/tests/functional/plugin/cpu/single_layer_tests/roi_pooling.cpp
@@ -259,7 +259,7 @@ const std::vector<roiPoolingShapes> inShapes = {
             {-1, -1, -1, -1},
             // static
             {
-                {3, 4, 50, 50}, {3, 4, 50, 50}, {3, 4, 50, 50}, {1, 3, 8, 8}, {1, 3, 8, 8}, {1, 3, 8, 8}
+                {3, 4, 50, 50}, {3, 4, 50, 50}, {3, 4, 50, 50}, {1, 3, 8, 8}, {1, 3, 8, 8}, {3, 4, 50, 50}
             }
         },
         // input 1
@@ -279,7 +279,7 @@ const std::vector<roiPoolingShapes> inShapes = {
             {-1, {3, 5}, {7, 60}, -1},
             // static
             {
-                {3, 4, 50, 50}, {1, 3, 7, 8}, {1, 5, 59, 8}, {3, 5, 60, 8},
+                {3, 4, 50, 50}, {1, 3, 7, 8}, {3, 4, 50, 50}, {1, 3, 7, 8},
             }
         },
         // input 1
@@ -288,7 +288,7 @@ const std::vector<roiPoolingShapes> inShapes = {
             {{1, 5}, 5},
             // static
             {
-                {1, 5}, {3, 5}, {4, 5}, {5, 5}
+                {1, 5}, {2, 5}, {1, 5}, {2, 5}
             }
         },
     },
@@ -299,7 +299,7 @@ const std::vector<roiPoolingShapes> inShapes = {
             {{1, 8}, {3, 5}, {7, 60}, {5, 50}},
             // static
             {
-                {3, 4, 50, 50}, {1, 3, 7, 8}, {8, 5, 59, 5}, {3, 5, 60, 8},
+                {3, 4, 50, 50}, {1, 3, 7, 8}, {8, 5, 59, 5}, {1, 3, 7, 8},
             }
         },
         // input 1
@@ -308,7 +308,7 @@ const std::vector<roiPoolingShapes> inShapes = {
             {{1, 5}, 5},
             // static
             {
-                {1, 5}, {2, 5}, {4, 5}, {5, 5}
+                {1, 5}, {2, 5}, {1, 5}, {2, 5}
             }
         },
     },