diff --git a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/skip_tests_config.cpp b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/skip_tests_config.cpp
index 07bd2a26098..5863309efe4 100644
--- a/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/skip_tests_config.cpp
+++ b/inference-engine/tests/functional/plugin/gpu/shared_tests_instances/skip_tests_config.cpp
@@ -52,9 +52,6 @@ std::vector<std::string> disabledTestPatterns() {
             R"(.*(LPT/StridedSliceTransformation).*)",
             // TODO: Issue: 48106
             R"(.*ConstantResultSubgraphTest.*inPrc=I16.*)",
-            // TODO: Issue: 54436
-            R"(.*LSTMSequence.*CompareWithRefs.*mode=PURE_SEQ_RAND_SEQ_LEN_PARAM.*direction=bidirectional_clip=0.7_netPRC=FP32.*)",
-            R"(.*LSTMSequence.*CompareWithRefs.*mode=CONVERT_TO_TI_RAND_SEQ_LEN_PARAM_seq.*direction=bidirectional_clip=0.7_netPRC=FP32.*)",
             // TODO: Issue: 54194
             R"(.*ActivationLayerTest.*SoftPlus.*)",
             // need to implement Export / Import