diff --git a/lib/adapters/fetch.js b/lib/adapters/fetch.js
index f871a05..974910d 100644
--- a/lib/adapters/fetch.js
+++ b/lib/adapters/fetch.js
@@ -213,7 +213,7 @@ export default isFetchSupported && (async (config) => {
   } catch (err) {
     unsubscribe && unsubscribe();
 
-    if (err && err.name === 'TypeError' && /fetch/i.test(err.message)) {
+    if (err && err.name === 'TypeError' && /Load failed|fetch/i.test(err.message)) {
       throw Object.assign(
         new AxiosError('Network Error', AxiosError.ERR_NETWORK, config, request),
         {