diff --git a/packages/slate/src/models/mark.js b/packages/slate/src/models/mark.js
index c4f30dc40..0ecd76868 100644
--- a/packages/slate/src/models/mark.js
+++ b/packages/slate/src/models/mark.js
@@ -214,9 +214,7 @@ Mark.prototype[MODEL_TYPES.MARK] = true
  * Memoize read methods.
  */
 
-memoize(Mark.prototype, ['getComponent'], {
-  takesArguments: true,
-})
+memoize(Mark.prototype, ['getComponent'])
 
 /**
  * Export.
diff --git a/packages/slate/src/models/node.js b/packages/slate/src/models/node.js
index 2d1d24e7c..c850622bf 100644
--- a/packages/slate/src/models/node.js
+++ b/packages/slate/src/models/node.js
@@ -2023,77 +2023,62 @@ function assertKey(arg) {
  * Memoize read methods.
  */
 
-memoize(
-  Node.prototype,
-  [
-    'getBlocksAsArray',
-    'getCharactersAsArray',
-    'getFirstText',
-    'getInlinesAsArray',
-    'getKeysAsArray',
-    'getLastText',
-    'getMarksAsArray',
-    'getText',
-    'getTextDirection',
-    'getTextsAsArray',
-    'isLeafBlock',
-    'isLeafInline',
-  ],
-  {
-    takesArguments: false,
-  }
-)
-
-memoize(
-  Node.prototype,
-  [
-    'areDescendantsSorted',
-    'getActiveMarksAtRangeAsArray',
-    'getAncestors',
-    'getBlocksAtRangeAsArray',
-    'getBlocksByTypeAsArray',
-    'getCharactersAtRangeAsArray',
-    'getChild',
-    'getClosestBlock',
-    'getClosestInline',
-    'getClosestVoid',
-    'getCommonAncestor',
-    'getDecorations',
-    'getDepth',
-    'getDescendant',
-    'getDescendantAtPath',
-    'getFragmentAtRange',
-    'getFurthestBlock',
-    'getFurthestInline',
-    'getFurthestAncestor',
-    'getFurthestOnlyChildAncestor',
-    'getInlinesAtRangeAsArray',
-    'getInlinesByTypeAsArray',
-    'getMarksAtRangeAsArray',
-    'getInsertMarksAtRangeAsArray',
-    'getMarksByTypeAsArray',
-    'getNextBlock',
-    'getNextSibling',
-    'getNextText',
-    'getNode',
-    'getNodeAtPath',
-    'getOffset',
-    'getOffsetAtRange',
-    'getParent',
-    'getPath',
-    'getPlaceholder',
-    'getPreviousBlock',
-    'getPreviousSibling',
-    'getPreviousText',
-    'getTextAtOffset',
-    'getTextsAtRangeAsArray',
-    'validate',
-    'getFirstInvalidDescendant',
-  ],
-  {
-    takesArguments: true,
-  }
-)
+memoize(Node.prototype, [
+  'areDescendantsSorted',
+  'getActiveMarksAtRangeAsArray',
+  'getAncestors',
+  'getBlocksAsArray',
+  'getBlocksAtRangeAsArray',
+  'getBlocksByTypeAsArray',
+  'getCharactersAtRangeAsArray',
+  'getCharactersAsArray',
+  'getChild',
+  'getClosestBlock',
+  'getClosestInline',
+  'getClosestVoid',
+  'getCommonAncestor',
+  'getDecorations',
+  'getDepth',
+  'getDescendant',
+  'getDescendantAtPath',
+  'getFirstText',
+  'getFragmentAtRange',
+  'getFurthestBlock',
+  'getFurthestInline',
+  'getFurthestAncestor',
+  'getFurthestOnlyChildAncestor',
+  'getInlinesAsArray',
+  'getInlinesAtRangeAsArray',
+  'getInlinesByTypeAsArray',
+  'getMarksAsArray',
+  'getMarksAtRangeAsArray',
+  'getInsertMarksAtRangeAsArray',
+  'getKeysAsArray',
+  'getLastText',
+  'getMarksByTypeAsArray',
+  'getNextBlock',
+  'getNextSibling',
+  'getNextText',
+  'getNode',
+  'getNodeAtPath',
+  'getOffset',
+  'getOffsetAtRange',
+  'getParent',
+  'getPath',
+  'getPlaceholder',
+  'getPreviousBlock',
+  'getPreviousSibling',
+  'getPreviousText',
+  'getText',
+  'getTextAtOffset',
+  'getTextDirection',
+  'getTextsAsArray',
+  'getTextsAtRangeAsArray',
+  'isLeafBlock',
+  'isLeafInline',
+  'validate',
+  'getFirstInvalidDescendant',
+])
 
 /**
  * Export.
diff --git a/packages/slate/src/models/schema.js b/packages/slate/src/models/schema.js
index 8158ff5d9..df2232e6e 100644
--- a/packages/slate/src/models/schema.js
+++ b/packages/slate/src/models/schema.js
@@ -584,9 +584,7 @@ Schema.prototype[MODEL_TYPES.SCHEMA] = true
  * Memoize read methods.
  */
 
-memoize(Schema.prototype, ['getParentRules'], {
-  takesArguments: true,
-})
+memoize(Schema.prototype, ['getParentRules'])
 
 /**
  * Export.
diff --git a/packages/slate/src/models/stack.js b/packages/slate/src/models/stack.js
index 37351458a..f04cb8922 100644
--- a/packages/slate/src/models/stack.js
+++ b/packages/slate/src/models/stack.js
@@ -159,9 +159,7 @@ Stack.prototype[MODEL_TYPES.STACK] = true
  * Memoize read methods.
  */
 
-memoize(Stack.prototype, ['getPluginsWith'], {
-  takesArguments: true,
-})
+memoize(Stack.prototype, ['getPluginsWith'])
 
 /**
  * Export.
diff --git a/packages/slate/src/models/text.js b/packages/slate/src/models/text.js
index 3f3a890b2..3a045c160 100644
--- a/packages/slate/src/models/text.js
+++ b/packages/slate/src/models/text.js
@@ -523,19 +523,13 @@ memoize(Text.prototype, ['getMarks', 'getMarksAsArray'], {
   takesArguments: false,
 })
 
-memoize(
-  Text.prototype,
-  [
-    'getDecoratedCharacters',
-    'getDecorations',
-    'getLeaves',
-    'getMarksAtIndex',
-    'validate',
-  ],
-  {
-    takesArguments: true,
-  }
-)
+memoize(Text.prototype, [
+  'getDecoratedCharacters',
+  'getDecorations',
+  'getLeaves',
+  'getMarksAtIndex',
+  'validate',
+])
 
 /**
  * Export.
diff --git a/packages/slate/src/utils/memoize.js b/packages/slate/src/utils/memoize.js
index 2a49c731a..a84d8118f 100644
--- a/packages/slate/src/utils/memoize.js
+++ b/packages/slate/src/utils/memoize.js
@@ -60,9 +60,7 @@ const UNSET = undefined
  * @return {Record}
  */
 
-function memoize(object, properties, options = {}) {
-  const { takesArguments = true } = options
-
+function memoize(object, properties) {
   for (const property of properties) {
     const original = object[property]
 
@@ -79,12 +77,18 @@ function memoize(object, properties, options = {}) {
         if (CACHE_KEY !== this.__cache_key) {
           this.__cache_key = CACHE_KEY
           this.__cache = new Map() // eslint-disable-line no-undef,no-restricted-globals
+          this.__cache_no_args = {}
         }
       }
 
       if (!this.__cache) {
         this.__cache = new Map() // eslint-disable-line no-undef,no-restricted-globals
       }
+      if (!this.__cache_no_args) {
+        this.__cache_no_args = {}
+      }
+
+      const takesArguments = args.length !== 0
 
       let cachedValue
       let keys
@@ -93,7 +97,7 @@ function memoize(object, properties, options = {}) {
         keys = [property, ...args]
         cachedValue = getIn(this.__cache, keys)
       } else {
-        cachedValue = this.__cache.get(property)
+        cachedValue = this.__cache_no_args[property]
       }
 
       // If we've got a result already, return it.
@@ -108,7 +112,7 @@ function memoize(object, properties, options = {}) {
       if (takesArguments) {
         this.__cache = setIn(this.__cache, keys, v)
       } else {
-        this.__cache.set(property, v)
+        this.__cache_no_args[property] = v
       }
 
       return value