What does the accuracy refer to ?

[farshidrayhan]

What doesthe accuracy refer to ? Train score or test score ?

I have tested with Resnet34. The test accuracy score isnt nearly close enough to the reported one.

Can someone please clarify ?

[sh0416]

In my case, the accuracy in README.md is test accuracy.

You need to adjust learning rate (0.1, 0.01, 0.001), which is critical to improve the accuracy.

I tested resnet101 and the final test accuracy is 93.800%, train accuracy is almost 99%.

[farshidrayhan]

Thank you for clearing that up.

I just needed to clear that up. I just needed to train a bit more.

On Mon, 30 Jul 2018, 4:50 pm Seonghyeon, [email protected] wrote:

In my case, the accuracy in README.md is test accuracy.

You need to adjust learning rate (0.1, 0.01, 0.001), which is critical to improve the accuracy.

I tested resnet101 and the final test accuracy is 93.800%, train accuracy is almost 99%.

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