HKU-IS

Dataset Information
Modalities
Images
Introduced
2015
License
Unknown
Homepage
Official Website
Contents

Overview

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/

Variants: HKU-IS

Associated Benchmarks

This dataset is used in 3 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
RGB Salient Object Detection CPDR-L CPDR: Towards Highly-Efficient Salient Object … 2025-01-11
Salient Object Detection FOCUS FOCUS: Towards Universal Foreground Segmentation 2025-01-09
Salient Object Detection SAM2-UNet SAM2-UNet: Segment Anything 2 Makes … 2024-08-16
RGB Salient Object Detection M3Net-R M$^3$Net: Multilevel, Mixed and Multistage … 2023-09-15
RGB Salient Object Detection M3Net-S M$^3$Net: Multilevel, Mixed and Multistage … 2023-09-15
Salient Object Detection EVPv1 Explicit Visual Prompting for Low-Level … 2023-03-20
RGB Salient Object Detection InSPyReNet Revisiting Image Pyramid Structure for … 2022-09-20
RGB Salient Object Detection HybridSOD A Weakly Supervised Learning Framework … 2022-09-07
Salient Object Detection SelfReformer-Swin SelfReformer: Self-Refined Network with Transformer … 2022-05-23
Salient Object Detection SelfReformer SelfReformer: Self-Refined Network with Transformer … 2022-05-23
RGB Salient Object Detection TRACER-TE7 TRACER: Extreme Attention Guided Salient … 2021-12-14
RGB Salient Object Detection TRACER-(ResNet50) TRACER: Extreme Attention Guided Salient … 2021-12-14
RGB Salient Object Detection C4Net C$^{4}$Net: Contextual Compression and Complementary … 2021-10-22
Salient Object Detection RCSB Recursive Contour Saliency Blending Network … 2021-05-28
RGB Salient Object Detection UCNet-ABP Uncertainty Inspired RGB-D Saliency Detection 2020-09-07
RGB Salient Object Detection UCNet-CVAE Uncertainty Inspired RGB-D Saliency Detection 2020-09-07
Saliency Detection LDF(ours) Label Decoupling Framework for Salient … 2020-08-25
Salient Object Detection LDF Label Decoupling Framework for Salient … 2020-08-25
Salient Object Detection U2Net U$^2$-Net: Going Deeper with Nested … 2020-05-18
Saliency Detection U2-Net+ U$^2$-Net: Going Deeper with Nested … 2020-05-18

Research Papers

Recent papers with results on this dataset:

External Links: