Very big difference when between eval and test scores using Reference Model.ipynb

[yangz0626]

I tried to use the model and trained parameters in Reference Model.ipynb to generate a test csv file to submit to kaggle. However while eval score is 0.104 using official api , the test score in the website is only 0.005.
Is that right or somewhere wrong when I generating csv file? What's your test score if using Reference Model.ipynb?
Thanks!