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NJU2K

Introduced in Depth saliency based on anisotropic center-surround difference1 Jan 2014 archive 2025-07-28

NJU2K is a large RGB-D dataset containing 1,985 image pairs. The stereo images were collected from the Internet and 3D movies, while photographs were taken by a Fuji W3 camera.

Source: Bifurcated Backbone Strategy for RGB-D Salient Object Detection Image Source: Depth saliency based on anisotropic center-surround difference

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 NJU2K DFormer-L S-Measure 93.7 DFormer: Rethinking RGBD Representation Learning for... VCIP-RGBD/DFormer 27 Compare

Papers archive 2025-07-28

26 shown of 26 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 52. 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)
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object Detection 1 1 5 Apr 2021 not harvested
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
Depth Quality Aware Salient Object Detection 1 1 7 Aug 2020 not harvested
Cascade Graph Neural Networks for RGB-D Salient Object Detection 1 1 7 Aug 2020 not harvested
Accurate RGB-D Salient Object Detection via Collaborative Learning 2 1 23 Jul 2020 ran 1 of 2 samples (1 unverified; 2 pointer-only for licence)
RGB-D Salient Object Detection with Cross-Modality Modulation and Selection 1 1 14 Jul 2020 not harvested
A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection 1 1 14 Jul 2020 ran 0 of 3 samples (3 unverified)
Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection 1 1 13 Jul 2020 ran 4 of 8 samples (4 unverified)
Cross-Modal Weighting Network for RGB-D Salient Object Detection 2 1 9 Jul 2020 ran 0 of 3 samples (3 unverified)
Select, Supplement and Focus for RGB-D Saliency Detection 1 1 1 Jun 2020 not harvested
Learning Selective Self-Mutual Attention for RGB-D Saliency Detection 1 1 1 Jun 2020 not harvested
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object Detection 1 1 1 Jun 2020 not harvested
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
Depth-Induced Multi-Scale Recurrent Attention Network for Saliency Detection 1 1 1 Oct 2019 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
Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object Detection 1 1 1 Jun 2018 not harvested
RGBD Salient Object Detection via Deep Fusion 0 1 12 Jul 2016 not harvested
Local Background Enclosure for RGB-D Salient Object Detection 0 1 1 Jun 2016 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

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

Images

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • NJU2K

1 variant name, as the archive lists them.

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