diff --git a/apps/audits/handler.py b/apps/audits/handler.py
index 18d6ddcd9..db12c2792 100644
--- a/apps/audits/handler.py
+++ b/apps/audits/handler.py
@@ -1,5 +1,6 @@
 import json
 from datetime import datetime
+from uuid import UUID
 
 from django.core.cache import cache
 from django.db import transaction
@@ -42,13 +43,33 @@ class OperatorLogHandler(metaclass=Singleton):
             value2 = as_current_tz(value2).strftime('%Y-%m-%d %H:%M:%S')
         return value1, value2
 
+    @classmethod
+    def _normalize_diff_value(cls, value):
+        if isinstance(value, datetime):
+            return as_current_tz(value).strftime('%Y-%m-%d %H:%M:%S')
+        if isinstance(value, UUID):
+            return str(value)
+        if isinstance(value, dict):
+            return {k: cls._normalize_diff_value(v) for k, v in value.items()}
+        if isinstance(value, (list, tuple, set)):
+            return [cls._normalize_diff_value(v) for v in value]
+        return value
+
+    @classmethod
+    def _value_equal_for_diff(cls, left, right):
+        left = cls._normalize_diff_value(left)
+        right = cls._normalize_diff_value(right)
+        if left == right:
+            return True
+
+        return str(left) == str(right)
+
     def _look_for_two_dict_change(self, left_dict, right_dict):
         # 以右边的字典为基础
         before, after = {}, {}
         for key, value in right_dict.items():
             pre_value = left_dict.get(key, '')
-            pre_value, value = self._consistent_type_to_str(pre_value, value)
-            if sorted(str(value)) == sorted(str(pre_value)):
+            if self._value_equal_for_diff(pre_value, value):
                 continue
             before[key] = pre_value
             after[key] = value
diff --git a/apps/audits/signal_handlers/operate_log.py b/apps/audits/signal_handlers/operate_log.py
index 6f875afb2..18b949249 100644
--- a/apps/audits/signal_handlers/operate_log.py
+++ b/apps/audits/signal_handlers/operate_log.py
@@ -1,6 +1,7 @@
 # -*- coding: utf-8 -*-
 #
 import uuid
+from itertools import chain
 
 from django.apps import apps
 from django.db.models.signals import (
@@ -26,6 +27,28 @@ M2M_ACTION = {
 }
 
 
+def _get_m2m_field_verbose_name(instance, model, sender):
+    opts = instance._meta
+    for f in chain(opts.many_to_many, opts.related_objects):
+        related_model = getattr(f, 'related_model', None)
+        if related_model != model:
+            continue
+
+        through = None
+        remote_field = getattr(f, 'remote_field', None)
+        if remote_field is not None:
+            through = getattr(remote_field, 'through', None)
+        if through is None:
+            through = getattr(f, 'through', None)
+
+        if through is not sender:
+            continue
+
+        verbose_name = getattr(f, 'verbose_name', None) or model._meta.verbose_name
+        return str(verbose_name)
+    return str(model._meta.verbose_name)
+
+
 @receiver(m2m_changed)
 def on_m2m_changed(sender, action, instance, reverse, model, pk_set, **kwargs):
     if action not in M2M_ACTION:
@@ -39,15 +62,21 @@ def on_m2m_changed(sender, action, instance, reverse, model, pk_set, **kwargs):
             instance, include_model_fields=False, include_related_fields=[model]
         )
 
-        instance_id = current_instance.get('id')
+        instance_id_data = current_instance.get('id', {})
+        if isinstance(instance_id_data, dict):
+            instance_id = instance_id_data.get('value')
+        else:
+            instance_id = instance_id_data
         log_id, before_instance = get_instance_dict_from_cache(instance_id)
 
-        field_name = str(model._meta.verbose_name)
+        field_name = _get_m2m_field_verbose_name(instance, model, sender)
         pk_set = pk_set or {}
         objs = model.objects.filter(pk__in=pk_set)
         objs_display = [str(o) for o in objs]
         action = M2M_ACTION[action]
         changed_field = current_instance.get(field_name, {})
+        if not changed_field and field_name != str(model._meta.verbose_name):
+            changed_field = current_instance.get(str(model._meta.verbose_name), {})
         changed_value = changed_field.get('value', [])
 
         after, before, before_value = None, None, None
@@ -63,7 +92,7 @@ def on_m2m_changed(sender, action, instance, reverse, model, pk_set, **kwargs):
             before_change_field['value'] = before_value
             before = {field_name: before_change_field}
 
-        if sorted(str(before)) == sorted(str(after)):
+        if before == after:
             return
 
         create_or_update_operate_log(