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Answer vocabulary #19

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gkv91 opened this issue Dec 5, 2019 · 3 comments
Open

Answer vocabulary #19

gkv91 opened this issue Dec 5, 2019 · 3 comments

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@gkv91
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gkv91 commented Dec 5, 2019

Hi,
How the answer vocabulary is selected (for VQAv2, VQA-CPv2 and TDIUC)?
Thanks
@Cadene
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Cadene commented Dec 5, 2019

Most common answers.
The number of answers is selected as an hyper parameter (grid search).

@gkv91
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gkv91 commented Dec 5, 2019

Do you mean top 1000,2000,3000 like that?. Also, the accuracy scores correspond to the questions with these answers (those are in the vocabulary) or the entire dataset?
Thanks

@Cadene
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Cadene commented Dec 5, 2019

Yes :'D

On the validation set, it's only on the chosen subset.

On the testing set, it's for all of them.

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@Cadene @gkv91