diff --git a/dpnp/backend/extensions/vm/types_matrix.hpp b/dpnp/backend/extensions/vm/types_matrix.hpp
index 0e5c03dbe54..af790a8fe43 100644
--- a/dpnp/backend/extensions/vm/types_matrix.hpp
+++ b/dpnp/backend/extensions/vm/types_matrix.hpp
@@ -212,8 +212,8 @@ template <typename T>
 struct CeilOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -227,10 +227,8 @@ template <typename T>
 struct ConjOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::
-            TypeMapResultEntry<T, std::complex<double>, std::complex<double>>,
-        dpctl_td_ns::
-            TypeMapResultEntry<T, std::complex<float>, std::complex<float>>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<double>>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<float>>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -246,8 +244,8 @@ struct CosOutputType
     using value_type = typename std::disjunction<
         dpctl_td_ns::TypeMapResultEntry<T, std::complex<double>>,
         dpctl_td_ns::TypeMapResultEntry<T, std::complex<float>>,
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -263,8 +261,8 @@ struct CoshOutputType
     using value_type = typename std::disjunction<
         dpctl_td_ns::TypeMapResultEntry<T, std::complex<double>>,
         dpctl_td_ns::TypeMapResultEntry<T, std::complex<float>>,
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -303,8 +301,10 @@ template <typename T>
 struct ExpOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<double>>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<float>>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -318,8 +318,8 @@ template <typename T>
 struct Expm1OutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -333,8 +333,8 @@ template <typename T>
 struct FloorOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -363,61 +363,57 @@ template <typename T>
 struct LnOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::
-            TypeMapResultEntry<T, std::complex<double>, std::complex<double>>,
-        dpctl_td_ns::
-            TypeMapResultEntry<T, std::complex<float>, std::complex<float>>,
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<double>>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<float>>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
 /**
  * @brief A factory to define pairs of supported types for which
- * MKL VM library provides support in oneapi::mkl::vm::log1p<T> function.
+ * MKL VM library provides support in oneapi::mkl::vm::log10<T> function.
  *
  * @tparam T Type of input vector `a` and of result vector `y`.
  */
 template <typename T>
-struct Log1pOutputType
+struct Log10OutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<double>>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<float>>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
 /**
  * @brief A factory to define pairs of supported types for which
- * MKL VM library provides support in oneapi::mkl::vm::log2<T> function.
+ * MKL VM library provides support in oneapi::mkl::vm::log1p<T> function.
  *
  * @tparam T Type of input vector `a` and of result vector `y`.
  */
 template <typename T>
-struct Log2OutputType
+struct Log1pOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
 /**
  * @brief A factory to define pairs of supported types for which
- * MKL VM library provides support in oneapi::mkl::vm::log10<T> function.
+ * MKL VM library provides support in oneapi::mkl::vm::log2<T> function.
  *
  * @tparam T Type of input vector `a` and of result vector `y`.
  */
 template <typename T>
-struct Log10OutputType
+struct Log2OutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::
-            TypeMapResultEntry<T, std::complex<double>, std::complex<double>>,
-        dpctl_td_ns::
-            TypeMapResultEntry<T, std::complex<float>, std::complex<float>>,
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -481,8 +477,8 @@ template <typename T>
 struct RoundOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -498,8 +494,8 @@ struct SinOutputType
     using value_type = typename std::disjunction<
         dpctl_td_ns::TypeMapResultEntry<T, std::complex<double>>,
         dpctl_td_ns::TypeMapResultEntry<T, std::complex<float>>,
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -515,8 +511,8 @@ struct SinhOutputType
     using value_type = typename std::disjunction<
         dpctl_td_ns::TypeMapResultEntry<T, std::complex<double>>,
         dpctl_td_ns::TypeMapResultEntry<T, std::complex<float>>,
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -530,8 +526,8 @@ template <typename T>
 struct SqrOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -545,12 +541,10 @@ template <typename T>
 struct SqrtOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::
-            TypeMapResultEntry<T, std::complex<double>, std::complex<double>>,
-        dpctl_td_ns::
-            TypeMapResultEntry<T, std::complex<float>, std::complex<float>>,
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<double>>,
+        dpctl_td_ns::TypeMapResultEntry<T, std::complex<float>>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
@@ -623,8 +617,8 @@ template <typename T>
 struct TruncOutputType
 {
     using value_type = typename std::disjunction<
-        dpctl_td_ns::TypeMapResultEntry<T, double, double>,
-        dpctl_td_ns::TypeMapResultEntry<T, float, float>,
+        dpctl_td_ns::TypeMapResultEntry<T, double>,
+        dpctl_td_ns::TypeMapResultEntry<T, float>,
         dpctl_td_ns::DefaultResultEntry<void>>::result_type;
 };
 
diff --git a/dpnp/backend/extensions/vm/vm_py.cpp b/dpnp/backend/extensions/vm/vm_py.cpp
index 94030d8423a..a7dfce88a7a 100644
--- a/dpnp/backend/extensions/vm/vm_py.cpp
+++ b/dpnp/backend/extensions/vm/vm_py.cpp
@@ -91,9 +91,9 @@ static unary_impl_fn_ptr_t expm1_dispatch_vector[dpctl_td_ns::num_types];
 static unary_impl_fn_ptr_t floor_dispatch_vector[dpctl_td_ns::num_types];
 static binary_impl_fn_ptr_t hypot_dispatch_vector[dpctl_td_ns::num_types];
 static unary_impl_fn_ptr_t ln_dispatch_vector[dpctl_td_ns::num_types];
+static unary_impl_fn_ptr_t log10_dispatch_vector[dpctl_td_ns::num_types];
 static unary_impl_fn_ptr_t log1p_dispatch_vector[dpctl_td_ns::num_types];
 static unary_impl_fn_ptr_t log2_dispatch_vector[dpctl_td_ns::num_types];
-static unary_impl_fn_ptr_t log10_dispatch_vector[dpctl_td_ns::num_types];
 static binary_impl_fn_ptr_t mul_dispatch_vector[dpctl_td_ns::num_types];
 static binary_impl_fn_ptr_t pow_dispatch_vector[dpctl_td_ns::num_types];
 static unary_impl_fn_ptr_t round_dispatch_vector[dpctl_td_ns::num_types];
diff --git a/tests/test_umath.py b/tests/test_umath.py
index bb3d383c323..2b0db66ec0d 100644
--- a/tests/test_umath.py
+++ b/tests/test_umath.py
@@ -531,6 +531,29 @@ def test_exp(self, dtype):
         tol = numpy.finfo(dtype=result.dtype).resolution
         assert_allclose(expected, result.asnumpy(), rtol=tol)
 
+    @pytest.mark.parametrize("dtype", get_complex_dtypes())
+    def test_exp_complex(self, dtype):
+        x1 = numpy.linspace(0, 8, num=10)
+        x2 = numpy.linspace(0, 6, num=10)
+        Xnp = x1 + 1j * x2
+        np_array = numpy.asarray(Xnp, dtype=dtype)
+        np_out = numpy.empty(10, dtype=numpy.complex128)
+
+        # DPNP
+        dp_out_dtype = dpnp.complex64
+        if has_support_aspect64() and dtype != dpnp.complex64:
+            dp_out_dtype = dpnp.complex128
+
+        dp_array = dpnp.array(np_array, dtype=dp_out_dtype)
+        dp_out = dpnp.array(np_out, dtype=dp_out_dtype)
+        result = dpnp.exp(dp_array, out=dp_out)
+
+        # original
+        expected = numpy.exp(np_array, out=np_out)
+
+        tol = numpy.finfo(dtype=result.dtype).resolution
+        assert_allclose(expected, result.asnumpy(), rtol=tol)
+
     @pytest.mark.parametrize(
         "dtype", get_all_dtypes(no_complex=True, no_none=True)[:-1]
     )