Captcha not working

When I try to upload a file to test it out and enter the captcha in the box and then hit submit, I get an error message saying wrong captcha entered. I have double checked the captcha and even tried a new one and still no luck. Will the captcha only work if it is online and not just on a local machine?

http://wordpress.org/extend/plugins/wp-file-uploader/