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Training Data and Validation Data Different From Paper #3

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yen52205 opened this issue Jan 3, 2022 · 0 comments
Open

Training Data and Validation Data Different From Paper #3

yen52205 opened this issue Jan 3, 2022 · 0 comments

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@yen52205
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yen52205 commented Jan 3, 2022

Hi,
In your code, I notice that you use DAVIS-2016 for training, and testing data in DAVIS-2016 validation sets.
But In paper, it seems that author didn't use DAVIS for offline training.
And for evaluation, the author use DAVIS-2016 train+val set, total 50 sequences and 3455 frames to evaluate and get mIOU 69.6%.

  1. author mentioned datasets
    image
  2. evaluation sequence lists
    image

I'm wondering whether the pretrained model that you kindly provided is trained by DAVIS-2016 train set, so that it may probably not propriate to directly compare with the mIOU in the paper.

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