ECSSD

Extended Complex Scene Saliency Dataset

Dataset Information
Modalities
Images
Introduced
2013
License
Unknown
Homepage
Official Website
Contents

Overview

The Extended Complex Scene Saliency Dataset (ECSSD) is comprised of complex scenes, presenting textures and structures common to real-world images. ECSSD contains 1,000 intricate images and respective ground-truth saliency maps, created as an average of the labeling of five human participants.

Source: SAD: Saliency-based Defenses Against Adversarial Examples

Variants: ECSSD

Associated Benchmarks

This dataset is used in 4 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-S M$^3$Net: Multilevel, Mixed and Multistage … 2023-09-15
RGB Salient Object Detection M3Net-R M$^3$Net: Multilevel, Mixed and Multistage … 2023-09-15
Salient Object Detection EVPv2 Explicit Visual Prompting for Universal … 2023-05-29
Salient Object Detection EVPv1 Explicit Visual Prompting for Low-Level … 2023-03-20
Unsupervised Object Segmentation DeepCut DeepCut: Unsupervised Segmentation using Graph … 2022-12-12
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 SelfReformer: Self-Refined Network with Transformer … 2022-05-23
Salient Object Detection SelfReformer-Swin 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
RGB Salient Object Detection CFDN Saliency Detection via Global Context … 2021-10-13
Salient Object Detection RCSB Recursive Contour Saliency Blending Network … 2021-05-28
RGB Salient Object Detection UCNet-CVAE Uncertainty Inspired RGB-D Saliency Detection 2020-09-07
Salient Object Detection LDF(ours) Label Decoupling Framework for Salient … 2020-08-25
Salient Object Detection F3Net U$^2$-Net: Going Deeper with Nested … 2020-05-18

Research Papers

Recent papers with results on this dataset:

External Links: