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NLPR

Introduced in RGBD Salient Object Detection: A Benchmark and Algorithms1 Jan 2014 archive 2025-07-28

The NLPR dataset for salient object detection consists of 1,000 image pairs captured by a standard Microsoft Kinect with a resolution of 640×480. The images include indoor and outdoor scenes (e.g., offices, campuses, streets and supermarkets).

Source: Bifurcated Backbone Strategy for RGB-D Salient Object Detection Image Source: https://sites.google.com/site/rgbdsaliency/dataset

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard 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-D Salient Object Detection NLPR DFormer-L S-Measure 94.2 DFormer: Rethinking RGBD Representation Learning for... VCIP-RGBD/DFormer 14 Compare

Papers archive 2025-07-28

13 shown of 13 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 113. 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
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object Detection 1 1 9 Jul 2024 ran 8 of 11 samples (3 unverified)
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation 1 1 18 Sep 2023 not harvested
SPSN: Superpixel Prototype Sampling Network for RGB-D Salient Object Detection 1 1 16 Jul 2022 ran 2 of 3 samples (1 unverified)
Visual Saliency Transformer 2 1 25 Apr 2021 ran 7 of 11 samples (4 unverified; 11 pointer-only for licence)
Uncertainty Inspired RGB-D Saliency Detection 4 2 7 Sep 2020 not harvested
Siamese Network for RGB-D Salient Object Detection and Beyond 2 1 26 Aug 2020 not harvested
Bifurcated backbone strategy for RGB-D salient object detection 2 1 6 Jul 2020 ran 3 of 5 samples (2 unverified)
Is Depth Really Necessary for Salient Object Detection? 1 1 30 May 2020 not harvested
Bilateral Attention Network for RGB-D Salient Object Detection 1 1 30 Apr 2020 not harvested
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object Detection 1 1 18 Apr 2020 not harvested
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders 1 1 13 Apr 2020 not harvested
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale Benchmarks 2 1 15 Jul 2019 not harvested
Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection 2 1 1 Jun 2019 not harvested

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

RGB-D Salient Object Detection

License archive 2025-07-28

Custom

Modalities archive 2025-07-28

Images

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • NLPR

1 variant name, as the archive lists them.

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