diff --git a/mlir/lib/Dialect/Tosa/IR/TosaOps.cpp b/mlir/lib/Dialect/Tosa/IR/TosaOps.cpp
--- a/mlir/lib/Dialect/Tosa/IR/TosaOps.cpp
+++ b/mlir/lib/Dialect/Tosa/IR/TosaOps.cpp
@@ -486,14 +486,15 @@
     MLIRContext *context, ::std::optional<Location> location,
     ValueShapeRange operands, DictionaryAttr attributes, RegionRange regions,
     SmallVectorImpl<ShapedTypeComponents> &inferredReturnShapes) {
+  auto elementType = IntegerType::get(context, /*width=*/1);
+
   llvm::SmallVector<int64_t> outShape;
   if (resolveBroadcastShape(operands, outShape).failed()) {
-    inferredReturnShapes.push_back(ShapedTypeComponents());
+    inferredReturnShapes.push_back(ShapedTypeComponents(elementType));
     return success();
   }
 
-  inferredReturnShapes.push_back(
-      ShapedTypeComponents(outShape, IntegerType::get(context, /*width=*/1)));
+  inferredReturnShapes.push_back(ShapedTypeComponents(outShape, elementType));
   return success();
 }
 
diff --git a/mlir/test/Dialect/Tosa/tosa-infer-shapes.mlir b/mlir/test/Dialect/Tosa/tosa-infer-shapes.mlir
--- a/mlir/test/Dialect/Tosa/tosa-infer-shapes.mlir
+++ b/mlir/test/Dialect/Tosa/tosa-infer-shapes.mlir
@@ -1224,3 +1224,13 @@
   %output_real, %output_imag = "tosa.fft2d"(%arg0, %arg1) {inverse = false} : (tensor<?x4x8xf32>, tensor<?x4x8xf32>) -> (tensor<?x4x8xf32>, tensor<?x4x8xf32>)
   return %output_real, %output_imag : tensor<?x4x8xf32>, tensor<?x4x8xf32>
 }
+
+// -----
+
+// CHECK-LABEL: @test_unranked_equal
+func.func @test_unranked_equal(%arg0 : tensor<*xf32>, %arg1 : tensor<f32>) -> () {
+  // CHECK: "tosa.equal"(%arg0, %arg1) : (tensor<*xf32>, tensor<f32>) -> tensor<*xi1>
+  %0 = "tosa.equal"(%arg0, %arg1) : (tensor<*xf32>, tensor<f32>) -> tensor<*xi1>
+
+  return
+}