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Minor error on CTPN performance in your paper (page 11, table 2) #2

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jwnsu opened this issue Apr 10, 2018 · 4 comments
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Minor error on CTPN performance in your paper (page 11, table 2) #2

jwnsu opened this issue Apr 10, 2018 · 4 comments

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@jwnsu
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jwnsu commented Apr 10, 2018

CTPN's performance on ICDAR 2013 dataset is F-measure 0.88 (R 0.83, P 0.93), not 0.822 in your paper (table 2 on page 11.) They published test model at https://github.com/tianzhi0549/CTPN (downloadable test model has F 0.86 on ICDAR 2013, which does not include side refinement feature described in the paper.)

CTPN does not handle angled text well, though. Their score on 2015 dataset is quite low.

@jwnsu jwnsu changed the title Minor issue on CTPN performance in your paper (page 11, table 2) Minor error on CTPN performance in your paper (page 11, table 2) Apr 10, 2018
@xhzdeng
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xhzdeng commented Apr 10, 2018

Hi, @jwnsu . Thanks for your reading and pointing out this issue. Firstly, all of results which reported in my paper are evaluated under the ICDAR2013 standard. The paper of CTPN didn't show their performance on this evalutation. So I have to search it on http://rrc.cvc.uab.es/?ch=2&com=evaluation&task=1&f=1&e=1 by myself. If there is a mistake, I will modify it ASAP. ^_^

@jwnsu
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jwnsu commented Apr 10, 2018

@xhzdeng thx for the info. It's better to take the performance result from their published paper, as the benchmark report website was not necessarily the result of their final model. If you check the discussions at their github issues area, F 0.86 (without the side refinement) was reproduced by other teams, training from scratch, which is a strong evidence of F 0.88 (with side refinement) reported in the paper.

@xhzdeng
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xhzdeng commented Apr 10, 2018

@jwnsu Different evaluations will result in different results, you can see it on the ICDAR2013 leaderboard. Besides, the 0.82 performance is also reported in https://arxiv.org/pdf/1709.00138.pdf which is another novel work from the CTPN team. ^_^

@jwnsu
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jwnsu commented Apr 10, 2018

ok, perhaps adds a few words in your paper to mark it as ICDAR 2013 standard? I'm closing the issue.

@jwnsu jwnsu closed this as completed Apr 10, 2018
@zq130320339 zq130320339 mentioned this issue Apr 22, 2018
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