Datasets › SketchyCOCO
SketchyCOCO
SketchyCOCO dataset consists of two parts:
Object-level data
Object-level data contains 20198(train18869+val1329) triplets of {foreground sketch, foreground image, foreground edge map} examples covering 14 classes, 27683(train22171+val5512) pairs of {background sketch, background image} examples covering 3 classes.
Scene-level data
Scene-level data contains 14081(train 11265 + val 2816) pairs of {foreground image&background sketch, scene image} examples, 14081(train 11265 + val 2816) pairs of {scene sketch, scene image} examples and the segmentation ground truth for 14081(train 11265 + val 2816) scene sketches. Some val scene images come from the train images of the COCO-Stuff dataset for increasing the number of the val images of the SketchyCOCO dataset.
Source: https://github.com/sysu-imsl/SketchyCOCO
Image source: https://arxiv.org/pdf/2003.02683v5.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 | ||||
|---|---|---|---|---|---|---|
| Sketch-to-Image Translation | SketchyCOCO | AODB (full) FID 58.8 | Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis | Mukosame/Anime2Sketch +1 | 2 | Compare |
Papers archive 2025-07-28
2 shown of 2 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 16. 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 | |||
|---|---|---|---|---|
| Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis | 2 | 1 | 12 Apr 2021 | not harvested |
| SketchyCOCO: Image Generation from Freehand Scene Sketches | 2 | 1 | 5 Mar 2020 | 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
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- SketchyCOCO
1 variant name, as the archive lists them.
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