Scaling trends in model capacity and data volume for depth estimation (IMAGE)
Caption
Lighter images represent pre-2020 models with limited data and images to use(sub-one million parameters); darker images post-2020 represent models using over a million parameters with the darkest images from 2024-2045 representing over a billion parameters and tens of millions of images used for the most advanced foundation models.
Credit
Computational Visual Media, Tsinghua University Press
Usage Restrictions
Image may be redistributed, with proper attribution, as part of news coverage of this paper only.
License
Original content