Datasets › HKU-IS
HKU-IS
HKU-IS is a visual saliency prediction dataset which contains 4447 challenging images, most of which have either low contrast or multiple salient objects.
Source: Deep Contrast Learning for Salient Object Detection Image Source: https://sites.google.com/site/ligb86/mdfsaliency/
Benchmarks archive 2025-07-28
All 3 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 | ||||
|---|---|---|---|---|---|---|
| RGB Salient Object Detection | HKU-IS | InSPyReNet S-Measure 0.944 | Revisiting Image Pyramid Structure for High Resolution... | plemeri/transparent-background +2 | 14 | Compare |
| Salient Object Detection | HKU-IS | SAM2-UNet S-measure 0.941 | SAM2-UNet: Segment Anything 2 Makes Strong Encoder for... | wzh0120/sam2-unet | 9 | Compare |
| Saliency Detection | HKU-IS | LDF(ours) MAE 0.027 | Label Decoupling Framework for Salient Object Detection | weijun88/LDF | 3 | Compare |
Papers archive 2025-07-28
20 shown of 20 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 226. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
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
- HKU-IS
1 variant name, as the archive lists them.
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