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Datasets › DUT-OMRON

DUT-OMRON

Introduced by Chuan Yang et al. in Saliency Detection via Graph-Based Manifold Ranking1 Jan 2013 archive 2025-07-28

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

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
RGB Salient Object Detection DUT-OMRON BiRefNet (DUTS, HRSOD, UHRSD) S-Measure 0.882 Bilateral Reference for High-Resolution Dichotomous... zhengpeng7/birefnet 18 Compare
Salient Object Detection DUT-OMRON SAM2-UNet S-measure 0.884 SAM2-UNet: Segment Anything 2 Makes Strong Encoder for... wzh0120/sam2-unet 8 Compare
Saliency Detection DUT-OMRON Pyramid Feature Attention MAE 0.0414 Pyramid Feature Attention Network for Saliency detection CaitinZhao/cvpr2019_Pyramid-Feature-Attention-Network-for-Saliency-detection +5 5 Compare
Unsupervised Saliency Detection DUT-OMRON SelfMask maximal F-measure 85.2 Unsupervised Salient Object Detection with Spectral... noelshin/selfmask 3 Compare

Papers archive 2025-07-28

24 shown of 24 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 214. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement 0 1 11 Jan 2025 not harvested
FOCUS: Towards Universal Foreground Segmentation 1 1 9 Jan 2025 not harvested
SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation 1 1 16 Aug 2024 ran 5 of 9 samples (4 unverified)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation 1 5 7 Jan 2024 ran 13 of 14 samples (1 unverified)
M³Net: Multilevel, Mixed and Multistage Attention Network for Salient Object Detection 1 2 15 Sep 2023 not harvested
Explicit Visual Prompting for Universal Foreground Segmentations 2 1 29 May 2023 not harvested
MOVE: Unsupervised Movable Object Segmentation and Detection 1 1 14 Oct 2022 ran 3 of 6 samples (3 unverified; 6 pointer-only for licence)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 3 1 20 Sep 2022 ran 3 of 11 samples (8 unverified)
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection 1 2 23 May 2022 ran 1 of 2 samples (1 unverified)
Unsupervised Salient Object Detection with Spectral Cluster Voting 1 1 23 Mar 2022 ran 3 of 9 samples (6 unverified)
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut 1 1 23 Feb 2022 ran 1 of 1 samples (0 unverified)
TRACER: Extreme Attention Guided Salient Object Tracing Network 1 2 14 Dec 2021 ran 0 of 6 samples (6 unverified)
C⁴Net: Contextual Compression and Complementary Combination Network for Salient Object Detection 0 1 22 Oct 2021 not harvested
Recursive Contour Saliency Blending Network for Accurate Salient Object Detection 1 1 28 May 2021 not harvested
Uncertainty Inspired RGB-D Saliency Detection 4 2 7 Sep 2020 not harvested
Label Decoupling Framework for Salient Object Detection 1 2 25 Aug 2020 not harvested
U²-Net: Going Deeper with Nested U-Structure for Salient Object Detection 29 2 18 May 2020 ran 4 of 42 samples (38 unverified; 2 pointer-only for licence)
F3Net: Fusion, Feedback and Focus for Salient Object Detection 4 1 26 Nov 2019 not harvested
BASNet: Boundary-Aware Salient Object Detection 3 1 1 Jun 2019 not harvested
A Simple Pooling-Based Design for Real-Time Salient Object Detection 5 1 21 Apr 2019 ran 1 of 3 samples (2 unverified)
Cascaded Partial Decoder for Fast and Accurate Salient Object Detection 1 1 18 Apr 2019 not harvested
Res2Net: A New Multi-scale Backbone Architecture 34 1 2 Apr 2019 ran 3 of 9 samples (6 unverified; 9 pointer-only for licence)
Pyramid Feature Attention Network for Saliency detection 6 1 1 Mar 2019 ran 2 of 10 samples (8 unverified)
Learning Uncertain Convolutional Features for Accurate Saliency Detection 1 1 7 Aug 2017 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

RGB Salient Object DetectionSaliency DetectionSalient Object DetectionUnsupervised Saliency Detection

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Images

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • DUT-OMRON

1 variant name, as the archive lists them.

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