diff --git a/packages/axios/src/index.ts b/packages/axios/src/index.ts
index c29d9d2b..cfbde18e 100644
--- a/packages/axios/src/index.ts
+++ b/packages/axios/src/index.ts
@@ -3,6 +3,7 @@ import type { AxiosResponse, CreateAxiosDefaults, InternalAxiosRequestConfig } f
 import axiosRetry from 'axios-retry';
 import { nanoid } from '@sa/utils';
 import { createAxiosConfig, createDefaultOptions, createRetryOptions } from './options';
+import { transformResponse } from './shared';
 import { BACKEND_ERROR_CODE, REQUEST_ID_KEY } from './constant';
 import type {
   CustomAxiosRequestConfig,
@@ -52,6 +53,8 @@ function createCommonRequest<ResponseData = any>(
     async response => {
       const responseType: ResponseType = (response.config?.responseType as ResponseType) || 'json';
 
+      await transformResponse(response);
+
       if (responseType !== 'json' || opts.isBackendSuccess(response)) {
         return Promise.resolve(response);
       }
diff --git a/packages/axios/src/shared.ts b/packages/axios/src/shared.ts
index 7afd32b1..1bb68f0b 100644
--- a/packages/axios/src/shared.ts
+++ b/packages/axios/src/shared.ts
@@ -1,4 +1,5 @@
 import type { AxiosHeaderValue, AxiosResponse, InternalAxiosRequestConfig } from 'axios';
+import type { ResponseType } from './type';
 
 export function getContentType(config: InternalAxiosRequestConfig) {
   const contentType: AxiosHeaderValue = config.headers?.['Content-Type'] || 'application/json';
@@ -26,3 +27,53 @@ export function isResponseJson(response: AxiosResponse) {
 
   return responseType === 'json' || responseType === undefined;
 }
+
+export async function transformResponse(response: AxiosResponse) {
+  const responseType: ResponseType = (response.config?.responseType as ResponseType) || 'json';
+  if (responseType === 'json') return;
+
+  const isJson = response.headers['content-type']?.includes('application/json');
+  if (!isJson) return;
+
+  if (responseType === 'blob') {
+    await transformBlobToJson(response);
+  }
+
+  if (responseType === 'arrayBuffer') {
+    await transformArrayBufferToJson(response);
+  }
+}
+
+export async function transformBlobToJson(response: AxiosResponse) {
+  try {
+    let data = response.data;
+
+    if (typeof data === 'string') {
+      data = JSON.parse(data);
+    }
+
+    if (Object.prototype.toString.call(data) === '[object Blob]') {
+      const json = await data.text();
+      data = JSON.parse(json);
+    }
+
+    response.data = data;
+  } catch {}
+}
+
+export async function transformArrayBufferToJson(response: AxiosResponse) {
+  try {
+    let data = response.data;
+
+    if (typeof data === 'string') {
+      data = JSON.parse(data);
+    }
+
+    if (Object.prototype.toString.call(data) === '[object ArrayBuffer]') {
+      const json = new TextDecoder().decode(data);
+      data = JSON.parse(json);
+    }
+
+    response.data = data;
+  } catch {}
+}