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hello7623 avatar hello7623 commented on August 12, 2024

And I found that I could not reproduce the results of your depth model,I trained from the beginning according to the code you gave me without any changes. What might be wrong?

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JiawangBian avatar JiawangBian commented on August 12, 2024
  1. The first problem may be little device difference, as you can see that the results are very similar. You can report your reproduced results in future paper for fair comparison.
  2. I guess that it is related to train/val partion, but I tried several partions that give similar results. How is about your reproduced results? Is it far from the reported?

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hello7623 avatar hello7623 commented on August 12, 2024

I am trying again and see what happens
my last result is
1583553374(1)

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hello7623 avatar hello7623 commented on August 12, 2024
  1. The first problem may be little device difference, as you can see that the results are very similar. You can report your reproduced results in future paper for fair comparison.
  2. I guess that it is related to train/val partion, but I tried several partions that give similar results. How is about your reproduced results? Is it far from the reported?

image
I know problem about out on this division, with the use of set, so caused some randomness, which eventually led to the final result of the randomness of different, but the repetition of your thesis is vital tomy research, because I need him as the pretrained model, so can you give me your train, val list, or do you have any other good idea?

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Rashfu avatar Rashfu commented on August 12, 2024

Hi, @JiawangBian , @hello7623 :
I also meet the problem that I could not reproduce the results of depth model in paper. The result of my reproduced model is far from the reported as follow: (I may use the different kitti train/val set)

abs_rel sq_rel rmse rmse_log a1 a2 a3
0.284 0.273 9.412 0.404 0.481 0.756 0.892

I will use the kitti256 you release and try it again

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