DUT-OMRON

Introduced by Yang et al. in Saliency Detection via Graph-Based Manifold Ranking

The DUT-OMRON dataset is used for evaluation of Salient Object Detection task and it contains 5,168 high quality images. The images have one or more salient objects and relatively cluttered background.

Source: Global Context-Aware Progressive Aggregation Network for Salient Object Detection

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Benchmarks

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Task	Dataset Variant	Best Model
RGB Salient Object Detection	DUT-OMRON	BiRefNet
Salient Object Detection	DUT-OMRON	EVPv1
Saliency Detection	DUT-OMRON	Pyramid Feature Attention
Unsupervised Saliency Detection	DUT-OMRON	SelfMask