---
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: 4313552685.0
    num_examples: 300
  - name: test
    num_bytes: 15151980964.0
    num_examples: 1200
  download_size: 19273895552
  dataset_size: 19465533649.0
---

LayeredDepth is a real-world benchmark for [Seeing and Seeing Through the Glass: Real and Synthetic Data for Multi-Layer Depth Estimation](https://arxiv.org/abs/2503.11633) . 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}, 
}
```