Datasets › Wireframe
Wireframe
The Wireframe dataset consists of 5,462 images (5,000 for training, 462 for test) of indoor and outdoor man-made scenes.
Source: MCMLSD: A Probabilistic Algorithm and Evaluation Framework for Line Segment Detection Image Source: https://openaccess.thecvf.com/content_cvpr_2018/papers/Huang_Learning_to_Parse_CVPR_2018_paper.pdf
Benchmarks archive 2025-07-28
All 2 leaderboards 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 | ||||
|---|---|---|---|---|---|---|
| Line Segment Detection | wireframe dataset | ELSD sAP5 64.3 | ELSD: Efficient Line Segment Detector and Descriptor | — | 10 | Compare |
| Multi-Task Learning | wireframe dataset | LETR FH 83.3 | Line Segment Detection Using Transformers without Edges | mlpc-ucsd/LETR +1 | 1 | Compare |
Papers archive 2025-07-28
11 shown of 11 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 57. 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 | |||
|---|---|---|---|---|
| LSDNet: Trainable Modification of LSD Algorithm for Real-Time Line Segment Detection | 1 | 1 | 10 Sep 2022 | not harvested |
| Towards Light-weight and Real-time Line Segment Detection | 2 | 1 | 1 Jun 2021 | not harvested |
| ELSD: Efficient Line Segment Detector and Descriptor | 0 | 1 | 29 Apr 2021 | not harvested |
| Fully Convolutional Line Parsing | 2 | 1 | 22 Apr 2021 | ran 2 of 19 samples (17 unverified) |
| Line Segment Detection Using Transformers without Edges | 2 | 1 | 6 Jan 2021 | ran 1 of 1 samples (0 unverified) |
| ULSD: Unified Line Segment Detection across Pinhole, Fisheye, and Spherical Cameras | 2 | 1 | 6 Nov 2020 | not harvested |
| TP-LSD: Tri-Points Based Line Segment Detector | 2 | 1 | 11 Sep 2020 | not harvested |
| Deep Hough-Transform Line Priors | 1 | 1 | 18 Jul 2020 | not harvested |
| Holistically-Attracted Wireframe Parsing | 1 | 1 | 3 Mar 2020 | not harvested |
| End-to-End Wireframe Parsing | 1 | 1 | 8 May 2019 | ran 1 of 14 samples (13 unverified) |
| MCMLSD: A Dynamic Programming Approach to Line Segment Detection | 0 | 1 | 1 Jul 2017 | not harvested |
Dataset loaders archive 2025-07-28
1 loader as listed in the archive; links are outbound and not re-checked here.
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
- wireframe dataset
- Wireframe
2 variant names, as the archive lists them.
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