ECSSD (Extended Complex Scene Saliency Dataset)

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

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Benchmarks

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Task	Dataset Variant	Best Model
RGB Salient Object Detection	ECSSD	InSPyReNet
Salient Object Detection	ECSSD	EVPv1
Unsupervised Saliency Detection	ECSSD	SelfMask
Saliency Detection	ECSSD	Pyramid Feature Attention
Unsupervised Object Segmentation	ECSSD	DeepCut