Datasets › HRSOD
HRSOD (High-Resolution Salient Object Detection)
There exist several datasets for saliency detection, but none of them is specifically designed for high-resolution salient object detection. High-Resolution Salient Object Detection (HRSOD) dataset, containing 1610 training images and 400 test images. The total 2010 images are collected from the website of Flickr with the license of all creative commons. Pixel-level ground truths are manually annotated by 40 subjects. The shortest edge of each image in HRSOD is more than 1200 pixels.
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 | ||||
|---|---|---|---|---|---|---|
| RGB Salient Object Detection | HRSOD | PDFNet (HRSOD,UHRSD) S-Measure 0.963 | Patch-Depth Fusion: Dichotomous Image Segmentation via... | tennine2077/pdfnet | 14 | Compare |
Papers archive 2025-07-28
6 shown of 6 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 23. 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 | |||
|---|---|---|---|---|
| Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior | 1 | 1 | 8 Mar 2025 | not harvested |
| Bilateral Reference for High-Resolution Dichotomous Image Segmentation | 1 | 5 | 7 Jan 2024 | ran 13 of 14 samples (1 unverified) |
| Revisiting Image Pyramid Structure for High Resolution Salient Object Detection | 3 | 3 | 20 Sep 2022 | ran 3 of 11 samples (8 unverified) |
| Pyramid Grafting Network for One-Stage High Resolution Saliency Detection | 1 | 3 | 11 Apr 2022 | ran 4 of 8 samples (4 unverified) |
| Disentangled High Quality Salient Object Detection | 2 | 1 | 8 Aug 2021 | not harvested |
| Towards High-Resolution Salient Object Detection | 1 | 1 | 20 Aug 2019 | not harvested |
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
Variants archive 2025-07-28
- HRSOD
1 variant name, as the archive lists them.
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