diff --git a/index.js b/index.js
index 16fd6b7..91ef946 100644
--- a/index.js
+++ b/index.js
@@ -1,13 +1,13 @@
 'use strict'
 
-var path = require('path');
+var { URL } = require('url')
 var axios = require('axios')
 var buildURL = require('axios/lib/helpers/buildURL')
 var axiosDebug = require('debug')('axios')
 
 const getURL = (config) => {
-  const url = path.join(config.baseURL || '', config.url)
-  return buildURL(url, config.params, config.paramsSerializer)
+  const fullURL = new URL(config.url, config.baseURL)
+  return buildURL(fullURL.toString(), config.params, config.paramsSerializer)
 }
 
 var options = {
diff --git a/test.js b/test.js
index 32bd2d7..07614ed 100644
--- a/test.js
+++ b/test.js
@@ -206,6 +206,27 @@ it('should add custom debug logger to axios instance', () => {
   })
 })
 
+it('should logging request with baseURL', async () => {
+  return axios.create()({
+    method: 'BAZ',
+    baseURL: 'http://example.com/',
+    url: '/path',
+    adapter: config => Promise.resolve({
+      status: 200,
+      statusText: 'QUX',
+      config
+    })
+  }).then(() => {
+    debug.log.should.be.calledTwice()
+    debug.log.firstCall.should.be.calledWithExactly(
+      'BAZ http://example.com/path'
+    )
+    debug.log.secondCall.should.be.calledWithExactly(
+      '200 QUX', '(BAZ http://example.com/path)'
+    )
+  })
+})
+
 it('should be able to set format of response & response logging', () => {
   const requestLogger = sinon.spy((debug, config) => debug(config.method.toUpperCase()))
   const responseLogger = sinon.spy((debug, response) => debug(response.statusText.toUpperCase()))