HRSOD

High-Resolution Salient Object Detection

Dataset Information
Modalities
Images
Languages
English
Introduced
2019
License
unknown
Homepage
Official Website
Contents

Overview

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.

Variants: HRSOD

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
RGB Salient Object Detection PDFNet (HRSOD,UHRSD) Patch-Depth Fusion: Dichotomous Image Segmentation … 2025-03-08
RGB Salient Object Detection BiRefNet (DUTS) Bilateral Reference for High-Resolution Dichotomous … 2024-01-07
RGB Salient Object Detection BiRefNet (DUTS, HRSOD) Bilateral Reference for High-Resolution Dichotomous … 2024-01-07
RGB Salient Object Detection BiRefNet (HRSOD, UHRSD) Bilateral Reference for High-Resolution Dichotomous … 2024-01-07
RGB Salient Object Detection BiRefNet (DUTS, HRSOD, UHRSD) Bilateral Reference for High-Resolution Dichotomous … 2024-01-07
RGB Salient Object Detection BiRefNet (DUTS, UHRSD) Bilateral Reference for High-Resolution Dichotomous … 2024-01-07
RGB Salient Object Detection InSPyReNet (DUTS, HRSOD) Revisiting Image Pyramid Structure for … 2022-09-20
RGB Salient Object Detection InSPyReNet Revisiting Image Pyramid Structure for … 2022-09-20
RGB Salient Object Detection InSPyReNet (HRSOD, UHRSD) Revisiting Image Pyramid Structure for … 2022-09-20
RGB Salient Object Detection PGNet Pyramid Grafting Network for One-Stage … 2022-04-11
RGB Salient Object Detection PGNet (HRSOD, UHRSD) Pyramid Grafting Network for One-Stage … 2022-04-11
RGB Salient Object Detection PGNet (DUTS, HRSOD) Pyramid Grafting Network for One-Stage … 2022-04-11
RGB Salient Object Detection Tang et al. (HRSOD) Disentangled High Quality Salient Object … 2021-08-08
RGB Salient Object Detection Zeng et al. Towards High-Resolution Salient Object Detection 2019-08-20

Research Papers

Recent papers with results on this dataset:

External Links: