fangchangma/sparse-to-dense

question about pretrained model (Resnet)

polar99 opened this issue · 2 comments

Thanks for releasing the source code! Your work is excellent!
I have run your code (using default settings) these days on nyudepthv2.
But I found that I got the best result delta<1.25 =0.64 (in paper it is 0.81).
I did not use the pretrained model of ResNet. Is it the reason?
@fangchangma

Hi. Yes, not using the pretrained weights leads to suboptimal performance.

Thank you! I run the code with pretrained model and got a better performance (delta<1.25 =0.8093) which is very closed to the best results.