diff --git a/modules/mixins/DragDropMixin.js b/modules/mixins/DragDropMixin.js
index eb3c7b8fa5..538c4486b5 100644
--- a/modules/mixins/DragDropMixin.js
+++ b/modules/mixins/DragDropMixin.js
@@ -449,6 +449,7 @@ var DragDropMixin = {
     }
 
     this._dragEntered = without(this._dragEntered, e.target);
+    this._dragEntered = this._dragEntered.filter(node => document.contains(node));
 
     if (!this._dragEntered.length) {
       this.setState({