diff --git a/midas/checker/frames/column_methods.py b/midas/checker/frames/column_methods.py
index e8a2ce6..505caff 100644
--- a/midas/checker/frames/column_methods.py
+++ b/midas/checker/frames/column_methods.py
@@ -69,8 +69,7 @@ class ColumnMethodRegistry(MethodRegistry[Call]):
                 new_column = ColumnType(type=new_inner_type)
         return new_column
 
-    @method("add", "__add__")
-    def add(self, call: Call) -> Type:
+    def _element_wise(self, call: Call, method: str) -> Type:
         # TODO: support add with scalar
 
         # Build signature with new column type and generic operand
@@ -87,7 +86,7 @@ class ColumnMethodRegistry(MethodRegistry[Call]):
                         required=True,
                     ),
                 ],
-                returns=self._element_binary_op(call, "__add__"),
+                returns=self._element_binary_op(call, method),
             ),
         )
 
@@ -105,6 +104,34 @@ class ColumnMethodRegistry(MethodRegistry[Call]):
 
         return result.result
 
+    @method("add", "__add__")
+    def add(self, call: Call) -> Type:
+        return self._element_wise(call, "__add__")
+
+    @method("sub", "__sub__")
+    def sub(self, call: Call) -> Type:
+        return self._element_wise(call, "__sub__")
+
+    @method("mul", "__mul__")
+    def mul(self, call: Call) -> Type:
+        return self._element_wise(call, "__mul__")
+
+    @method("div", "truediv", "__truediv__")
+    def truediv(self, call: Call) -> Type:
+        return self._element_wise(call, "__truediv__")
+
+    @method("floordiv", "__floordiv__")
+    def floordiv(self, call: Call) -> Type:
+        return self._element_wise(call, "__floordiv__")
+
+    @method("mod", "__mod__")
+    def mod(self, call: Call) -> Type:
+        return self._element_wise(call, "__mod__")
+
+    @method("pow", "__pow__")
+    def pow(self, call: Call) -> Type:
+        return self._element_wise(call, "__pow__")
+
     @method()
     def mean(self, call: Call) -> Type:
         signature = Function(