diff --git a/python/tvm/relay/frontend/tflite.py b/python/tvm/relay/frontend/tflite.py
index b33fd57b10ec..524b80d091ff 100644
--- a/python/tvm/relay/frontend/tflite.py
+++ b/python/tvm/relay/frontend/tflite.py
@@ -2690,11 +2690,7 @@ def convert_floor_div(self, op):
 
     def convert_floor_mod(self, op):
         """Convert TFLite FLOOR_MOD"""
-        if self.is_quantized(op):
-            raise tvm.error.OpNotImplemented(
-                "TFlite quantized FLOOR MOD operator is not supported yet."
-            )
-        return self._convert_elemwise(_op.floor_mod, op)
+        return self._convert_elemwise(_op.floor_mod, op, self.is_quantized(op))
 
     def convert_mirror_pad(self, op):
         """Convert TFLite MIRROR_PAD"""
diff --git a/tests/python/frontend/tflite/test_forward.py b/tests/python/frontend/tflite/test_forward.py
index 283514a6a3df..c07f24612da4 100644
--- a/tests/python/frontend/tflite/test_forward.py
+++ b/tests/python/frontend/tflite/test_forward.py
@@ -2764,9 +2764,16 @@ def _test_floor_divide(data, fused_activation_function=None, quantized=False, qn
 # ---------
 
 
-def _test_floor_mod(data):
+def _test_floor_mod(data, fused_activation_function=None, quantized=False, qnn_op=None):
     """One iteration of floor_mod"""
-    return _test_elemwise(math_ops.floormod, data)
+    return _test_elemwise(
+        math_ops.floormod,
+        data,
+        fused_activation_function,
+        quantized,
+        qnn_op,
+        same_qnn_params=True,
+    )
 
 
 def _test_forward_elemwise(testop):
@@ -2816,6 +2823,7 @@ def _test_elemwise_qnn_out_range(qnn_op):
         _test_greater: (-150, 150),
         _test_squared_difference: (0, 65025),
         _test_floor_divide: (-150, 150),
+        _test_floor_mod: (-150, 150),
     }
 
     return qnn_out_range[qnn_op]
@@ -2859,6 +2867,7 @@ def test_all_elemwise():
         _test_forward_elemwise(_test_floor_divide)
         _test_forward_elemwise_quantized(_test_floor_divide)
         _test_forward_elemwise(_test_floor_mod)
+        _test_forward_elemwise_quantized(_test_floor_mod)
 
 
 #######################################################################