lxtGH / PFSegNets

PointFlow (CVPR-2021)

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best miou 65.2

dongbo811 opened this issue · comments

commented

It's a good job! I use 8x V100 (32GB) and follow the readme to run.
Why I can't reproduce the score in the paper?
the best score as follows:
[val loss 0.05672], [acc 0.98903], [acc_cls 0.76118], [mean_iu 0.65289], [fwavacc 0.97973], [epoch 15],

ref to this issue setting. #5.

commented

Thx a lot!
I have try three times.
The mean miou is nearly 65.5.
Could please help me to reproduce?

what is your cropped size of images?

commented

follow the readme, and without any changes for the code.

In fact, the code tests the mIou in the overlap patches on the validation set. Is it a reasonable way?

commented

It doesn't seem that I can reproduce it with the weight provided by the author, but it seems that I can't reach it with my own training.