metadata
license: cc0-1.0
configs:
- config_name: default
data_files:
- split: validation
path: data/validation-*
- split: test
path: data/test-*
dataset_info:
features:
- name: __key__
dtype: string
- name: __url__
dtype: string
- name: image.png
dtype: image
- name: tuples.json
struct:
- name: layer_all
struct:
- name: pairs
list:
- name: p1
list: int64
length: 3
- name: p2
list: int64
length: 3
- name: is_real
dtype: bool
- name: trips
list:
- name: p1
list: int64
length: 3
- name: p2
list: int64
length: 3
- name: p3
list: int64
length: 3
- name: is_real
dtype: bool
- name: quads
list:
- name: p1
list: int64
length: 3
- name: p2
list: int64
length: 3
- name: p3
list: int64
length: 3
- name: p4
list: int64
length: 3
- name: is_real
dtype: bool
- name: layer_first
struct:
- name: pairs
list:
- name: p1
list: int64
length: 3
- name: p2
list: int64
length: 3
- name: is_real
dtype: bool
- name: trips
list:
- name: p1
list: int64
length: 3
- name: p2
list: int64
length: 3
- name: p3
list: int64
length: 3
- name: is_real
dtype: bool
- name: quads
list:
- name: p1
list: int64
length: 3
- name: p2
list: int64
length: 3
- name: p3
list: int64
length: 3
- name: p4
list: int64
length: 3
- name: is_real
dtype: bool
splits:
- name: validation
num_bytes: 4313552685
num_examples: 300
- name: test
num_bytes: 15151980964
num_examples: 1200
download_size: 19273895552
dataset_size: 19465533649
LayeredDepth is a real-world benchmark for Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation . If this dataset was helpful for your research, please cite
@misc{wen2025seeingseeingglassreal,
title={Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation},
author={Hongyu Wen and Yiming Zuo and Venkat Subramanian and Patrick Chen and Jia Deng},
year={2025},
eprint={2503.11633},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2503.11633},
}