diff --git a/testing/web-platform/tests/webnn/validation_tests/constant.https.any.js b/testing/web-platform/tests/webnn/validation_tests/constant.https.any.js
index b9b75e372b0169..fc0243197dba43 100644
--- a/testing/web-platform/tests/webnn/validation_tests/constant.https.any.js
+++ b/testing/web-platform/tests/webnn/validation_tests/constant.https.any.js
@@ -9,13 +9,6 @@
 
 const tests = [
   // Tests for constant(descriptor, bufferView)
-  {
-    name:
-        '[constant] Test building a 0-D scalar constant without presenting dimensions',
-    descriptor: {dataType: 'float32'},
-    bufferView: {type: Float32Array, byteLength: 1 * 4},
-    output: {dataType: 'float32', shape: []}
-  },
   {
     name:
         '[constant] Test building a 0-D scalar constant with empty dimensions',
diff --git a/testing/web-platform/tests/webnn/validation_tests/input.https.any.js b/testing/web-platform/tests/webnn/validation_tests/input.https.any.js
index 0649c67f086e16..b5b257d8bb02a2 100644
--- a/testing/web-platform/tests/webnn/validation_tests/input.https.any.js
+++ b/testing/web-platform/tests/webnn/validation_tests/input.https.any.js
@@ -10,14 +10,7 @@
 // Tests for input(name, descriptor)
 const tests = [
   {
-    testName:
-        '[input] Test building a 0-D scalar input without presenting dimensions',
-    name: 'input',
-    descriptor: {dataType: 'float32'},
-    output: {dataType: 'float32', shape: []},
-  },
-  {
-    testName: '[input] Test building a 0-D scalar input with empty dimensions',
+    testName: '[input] Test building a 0-D scalar input with empty shape',
     name: 'input',
     descriptor: {dataType: 'float32', shape: []},
     output: {dataType: 'float32', shape: []},