Datasets › PanoContext
PanoContext
The PanoContext dataset contains 500 annotated cuboid layouts of indoor environments such as bedrooms and living rooms.
Source: LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image Image Source: https://panocontext.cs.princeton.edu/paper.pdf
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| 3D Room Layouts From A Single RGB Panorama | PanoContext | DMH-Net 3DIoU 85.48 | 3D Room Layout Estimation from a Cubemap of Panorama... | starrah/dmh-net | 7 | Compare |
Papers archive 2025-07-28
7 shown of 7 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 44. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| 3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform | 1 | 1 | 19 Jul 2022 | ran 7 of 12 samples (5 unverified) |
| OmniLayout: Room Layout Reconstruction from Indoor Spherical Panoramas | 0 | 1 | 19 Apr 2021 | not harvested |
| SSLayout360: Semi-Supervised Indoor Layout Estimation from 360-Degree Panorama | 1 | 1 | 25 Mar 2021 | not harvested |
| Corners for Layout: End-to-End Layout Recovery from 360 Images | 3 | 1 | 19 Mar 2019 | ran 5 of 6 samples (1 unverified; 6 pointer-only for licence) |
| HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation | 1 | 1 | 12 Jan 2019 | not harvested |
| DuLa-Net: A Dual-Projection Network for Estimating Room Layouts from a Single RGB Panorama | 1 | 1 | 29 Nov 2018 | ran 2 of 2 samples (0 unverified; 2 pointer-only for licence) |
| LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image | 2 | 1 | 23 Mar 2018 | ran 1 of 27 samples (26 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- PanoContext
1 variant name, as the archive lists them.
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