Datasets › UDED

UDED (Unified Dataset for Edge Detection)

Introduced by Xavier Soria et al. in Tiny and Efficient Model for the Edge Detection Generalization12 Aug 2023 archive 2025-07-28

This dataset is a collection of 1, 2, or 3 images from: BIPED, BSDS500, BSDS300, DIV2K, WIRE-FRAME, CID, CITYSCAPES, ADE20K, MDBD, NYUD, THANGKA, PASCAL-Context, SET14, URBAN10, and the camera-man image. The image selection process consists on computing the Inter-Quartile Range (IQR) intensity value on all the images, images larger than 720×720 pixels were not considered. In dataset whose images are in HR, they were cut. We thank all the datasets owners to make them public. This dataset is just for Edge Detection not contour nor Boundary tasks.

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)PaperCode
Edge Detection UDED DDN ODS 0.832 A Doubly Decoupled Network for edge detection Li-yachuan/DDN 5 Compare

Papers archive 2025-07-28

5 shown of 5 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 8. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
A Doubly Decoupled Network for edge detection 1 1 1 Apr 2025 not harvested
Tiny and Efficient Model for the Edge Detection Generalization 1 1 12 Aug 2023 not harvested
LDC: Lightweight Dense CNN for Edge Detection 1 1 27 Jun 2022 not harvested
Dense Extreme Inception Network for Edge Detection 1 1 4 Dec 2021 not harvested
Pixel Difference Networks for Efficient Edge Detection 2 1 16 Aug 2021 ran 6 of 7 samples (1 unverified; 7 pointer-only for licence)

Dataset loaders archive 2025-07-28

xavysp/teedpytorch

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

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • UDED

1 variant name, as the archive lists them.

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