Datasets › PASCAL-S

PASCAL-S

Introduced by Yin Li et al. in The Secrets of Salient Object Segmentation1 Jan 2014 archive 2025-07-28

PASCAL-S is a dataset for salient object detection consisting of a set of 850 images from PASCAL VOC 2010 validation set with multiple salient objects on the scenes.

Source: Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object Detection

Benchmarks archive 2025-07-28

All 3 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.

Papers archive 2025-07-28

22 shown of 22 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 271. 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)
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
Explicit Visual Prompting for Low-Level Structure Segmentations 1 1 20 Mar 2023 ran 4 of 4 samples (0 unverified)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection 3 1 20 Sep 2022 ran 3 of 11 samples (8 unverified)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels 3 1 7 Sep 2022 not harvested
SelfReformer: Self-Refined Network with Transformer for Salient Object Detection 1 2 23 May 2022 ran 1 of 2 samples (1 unverified)
TRACER: Extreme Attention Guided Salient Object Tracing Network 1 1 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
Saliency Detection via Global Context Enhanced Feature Fusion and Edge Weighted Loss 0 1 13 Oct 2021 not harvested
Recursive Contour Saliency Blending Network for Accurate Salient Object Detection 1 1 28 May 2021 not harvested
Label Decoupling Framework for Salient Object Detection 1 1 25 Aug 2020 not harvested
U²-Net: Going Deeper with Nested U-Structure for Salient Object Detection 29 1 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)
A Bi-Directional Message Passing Model for Salient Object Detection 0 1 1 Jun 2018 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • PASCAL-S

1 variant name, as the archive lists them.

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