diff --git a/mim/commands/uninstall.py b/mim/commands/uninstall.py
index cb99355..34fa2fe 100644
--- a/mim/commands/uninstall.py
+++ b/mim/commands/uninstall.py
@@ -1,39 +1,83 @@
 # Copyright (c) OpenMMLab. All rights reserved.
+import sys
+from typing import Any, List, Tuple, Union
+
 import click
 
 from mim.click import argument, get_installed_package, param2lowercase
 from mim.utils import call_command
 
 
-@click.command('uninstall')
+@click.command(
+    'uninstall',
+    context_settings=dict(ignore_unknown_options=True),
+)
 @argument(
-    'package', autocompletion=get_installed_package, callback=param2lowercase)
+    'args',
+    autocompletion=get_installed_package,
+    callback=param2lowercase,
+    nargs=-1,
+    type=click.UNPROCESSED)
 @click.option(
     '-y',
     '--yes',
     'confirm_yes',
     is_flag=True,
     help='Don’t ask for confirmation of uninstall deletions.')
-def cli(package: str, confirm_yes: bool) -> None:
+@click.option(
+    '-r',
+    '--requirement',
+    'requirements',
+    multiple=True,
+    help='Uninstall all the packages listed in the given requirements '
+    'file. This option can be used multiple times.')
+def cli(args: Tuple,
+        confirm_yes: bool = False,
+        requirements: Tuple = ()) -> None:
     """Uninstall package.
 
+    Same as `pip uninstall`.
+
+    \b
     Example:
 
         > mim uninstall mmcv-full
+        > mim uninstall -y mmcv-full
+        > mim uninstall mmdet mmcls
+
+    Here we list several commonly used options.
+
+    For more options, please refer to `pip uninstall --help`.
     """
-    uninstall(package, confirm_yes)
+    exit_code = uninstall(list(args), confirm_yes, requirements)
+    exit(exit_code)
 
 
-def uninstall(package: str, confirm_yes=False) -> None:
+def uninstall(uninstall_args: Union[str, List],
+              confirm_yes: bool = True,
+              requirements: Tuple = ()) -> Any:
     """Uninstall package.
 
     Args:
-        package (str): The name of uninstalled package, such as mmcv-full.
+        uninstall_args (str or list): A package name or a list of package names
+            to uninstalled. You can also put some `pip uninstal` options here.
         confirm_yes (bool): Don’t ask for confirmation of uninstall deletions.
             Default: True.
-    """
-    uninstall_cmd = ['python', '-m', 'pip', 'uninstall', package]
-    if confirm_yes:
-        uninstall_cmd.append('-y')
+        requirements (tuple): A tuple of requirements files to uninstalled.
 
-    call_command(uninstall_cmd)
+    Returns:
+        The status code returned by `pip uninstall`.
+    """
+    if isinstance(uninstall_args, str):
+        uninstall_args = [uninstall_args]
+
+    if confirm_yes:
+        uninstall_args.append('-y')
+
+    for requirement_file in requirements:
+        uninstall_args += ['-r', requirement_file]
+
+    # Use the pip official recommend way to invoke `pip uninstall`:
+    # https://pip.pypa.io/en/stable/user_guide/#using-pip-from-your-program
+    pip_uninstall_cmd = [sys.executable, '-m', 'pip', 'uninstall']
+    return call_command(pip_uninstall_cmd + uninstall_args)  # type: ignore
diff --git a/tests/test_uninstall.py b/tests/test_uninstall.py
new file mode 100644
index 0000000..9d385eb
--- /dev/null
+++ b/tests/test_uninstall.py
@@ -0,0 +1,69 @@
+# Copyright (c) OpenMMLab. All rights reserved.
+from click.testing import CliRunner
+
+from mim.commands.install import cli as install
+from mim.commands.list import list_package
+from mim.commands.uninstall import cli as uninstall
+
+
+def setup_module():
+    runner = CliRunner()
+    result = runner.invoke(uninstall, ['mmcv-full', '--yes'])
+    assert result.exit_code == 0
+    result = runner.invoke(uninstall, ['mmcls', '--yes'])
+    assert result.exit_code == 0
+    result = runner.invoke(uninstall, ['mmsegmentation', '--yes'])
+    assert result.exit_code == 0
+
+
+def test_uninstall():
+    runner = CliRunner()
+
+    # mim install mmsegmentation --yes
+    result = runner.invoke(install, ['mmsegmentation', '--yes'])
+    # Use importlib reload module in the same process may cause `isinstance`
+    # invalidation.
+    # A known issue: `METADATA not found in /tmp/xxx/xxx.whel` will be warning
+    # in pip 21.3.1, and mmcv-full could not install success as expected.
+    # So here we install mmsegmentation twice as an ugly workaround.
+    # TODO: find a better way to deal with this issues.
+    result = runner.invoke(install, ['mmsegmentation', '--yes'])
+    assert result.exit_code == 0
+
+    # check if install success
+    result = list_package()
+    installed_packages = [item[0] for item in result]
+    assert 'mmsegmentation' in installed_packages
+    assert 'mmcv-full' in installed_packages
+    # `mim install mmsegmentation` will install mim extra requirements (via
+    # mminstall.txt) automatically since PR#132, so we got installed mmcls here.  # noqa: E501
+    assert 'mmcls' in installed_packages
+
+    # mim uninstall mmsegmentation --yes
+    result = runner.invoke(uninstall, ['mmsegmentation', '--yes'])
+    assert result.exit_code == 0
+
+    # check if uninstall success
+    result = list_package()
+    installed_packages = [item[0] for item in result]
+    assert 'mmsegmentation' not in installed_packages
+
+    # mim uninstall mmcls mmcv-full --yes
+    result = runner.invoke(uninstall, ['mmcls', 'mmcv-full', '--yes'])
+    assert result.exit_code == 0
+
+    # check if uninstall success
+    result = list_package()
+    installed_packages = [item[0] for item in result]
+    assert 'mmcls' not in installed_packages
+    assert 'mmcv-full' not in installed_packages
+
+
+def teardown_module():
+    runner = CliRunner()
+    result = runner.invoke(uninstall, ['mmcv-full', '--yes'])
+    assert result.exit_code == 0
+    result = runner.invoke(uninstall, ['mmcls', '--yes'])
+    assert result.exit_code == 0
+    result = runner.invoke(uninstall, ['mmsegmentation', '--yes'])
+    assert result.exit_code == 0