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Test data from ImageNet

Data Science Asked by sof on May 21, 2021

Here‘s the description about the data usage for ILSVRC 2016 of ImageNet. I’ve interpreted it with the table as follows,

Data          Image        Label    Changed    Release_Time
-----------------------------------------------------------------
training      1,200,000    1,000    no         always public  
validation       50,000    1,000    some       upon registration
test            100,000        0    some       final evaluation

My question is specific about the test data. Is it chosen from the same set of 150,000 images since ILSVRC 2012, although randomly ? If so, most of the test data has been made public before the final evaluation phase of the challenge, how the result could remain fair enough ?

One Answer

It has the same images since ILSVRC 2012. The test set images have never been released.

Answered by Brian Spiering on May 21, 2021

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