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Lakonik / SSDNeRF

[ICCV 2023] Single-Stage Diffusion NeRF
https://lakonik.github.io/ssdnerf/
MIT License
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A naive question about Table 1. #4

Closed pansanity666 closed 1 year ago

pansanity666 commented 1 year ago

Hi, I have a naive question about Tab. 1 in the paper. Does A+-B represent mean+-std, which means you run the experiments for multiple times and report the mean and std value?

Best,

Lakonik commented 1 year ago

Thank you for your interest in our work! In A+-B, B is actually 2*std which is the 95% confidence interval. This was calculated using multiple testing runs of the same trained model.

pansanity666 commented 1 year ago

Thank you for your interest in our work! In A+-B, B is actually 2*std which is the 95% confidence interval. This was calculated using multiple testing runs of the same trained model.

Thanks for reply. So, is it a common practice that A+-B represents 95% confidence interval? Should I clarify that I am using 95% instead of 68% etc when using this formulation? (I am not familiar with machine learning, and it seems not commonly used in deep learning papers.)

Best,

Lakonik commented 1 year ago

yea many papers today don't report confidence interval, maybe it's better to add some clarification (I'll add it to the preprint)

pansanity666 commented 1 year ago

That will be nice!