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Reproducing problem on VOT2018

Open florinshen opened this issue 4 years ago • 7 comments

截屏2020-08-09 下午6 21 19

florinshen avatar Aug 09 '20 10:08 florinshen

We test the provided fcot.pth on vot2018 with same parameters on 1080ti for 10 times, but the maximum eao we get is 0.468, which is quite far from the eao 0.508 reported in the paper. Is there any tricks or something need to adjust before running the test ?

florinshen avatar Aug 09 '20 10:08 florinshen

There is no other tricks. The only solution is to test more times due to the instability on VOT2018 dataset. We test for more than one day using that parameters. And the best 10 results are as follows. vot2018-result-10

yutaocui avatar Aug 09 '20 10:08 yutaocui

We will solve the reproducing problem and update the results in our paper soon.

yutaocui avatar Nov 29 '20 05:11 yutaocui

How to test 10 times

xiaotian3 avatar Jan 20 '22 05:01 xiaotian3

截屏2020-08-09 下午6 21 19

how to run mang time?

xiaotian3 avatar Jan 24 '22 08:01 xiaotian3

Hello you can test like the following format:

python run_evaluation.py fcot fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id1 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id2 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id3 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id4 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id5 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id6 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id7 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id8 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id9 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id10 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id11 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id12 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id13 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id14 \

fcot_base_vot_ep57-regnoi0-regiti0-regnoui0-sear4.25-mem60-rand_id15 \

--dataset VOT2018

xiaotian3 @.***> 于2022年1月24日周一 16:16写道:

[image: 截屏2020-08-09 下午6 21 19] https://user-images.githubusercontent.com/44775545/89729981-211c1380-da6d-11ea-8893-63f7f25a6caf.png

how to run mang time?

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yutaocui avatar Jan 24 '22 11:01 yutaocui

we have updated the paper as: https://arxiv.org/abs/2004.07109, and we will update the code soon.

Qiuhong Shen @.***> 于2020年8月9日周日 18:24写道:

We test the provided fcot.pth on vot2018 for 10 times, but the maximum eao we get is 0.468, which is quite far from the eao 0.508 reported in the paper. Is there any tricks or something need to adjust before running the test ?

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yutaocui avatar Jan 24 '22 11:01 yutaocui