nianticlabs / manydepth

[CVPR 2021] Self-supervised depth estimation from short sequences
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Depth Estimation Results on Single Frames #60

Open ldkong1205 opened 2 years ago

ldkong1205 commented 2 years ago

Hi @daniyar-niantic, thank you for your good work!

As mentioned in this issue, we can actually evaluate ManyDepth on single frames instead of current and previous. Therefore, I implement such evaluation based on your instruction and the results are like this:

$\text{Abs Rel}$ $\text{Sq Rel}$ $\text{RMSE}$ $\text{RMSE log}$ $\delta < 1.25$ $\delta < 1.25^2$ $\delta < 1.25^3$
0.118 0.894 4.765 0.192 0.871 0.959 0.982

I would like to confer with you about whether the results are lying in a reasonable range. Thank you!