SOTAVerified

Salient Object Detection

Papers

Showing 151200 of 527 papers

TitleStatusHype
A Single Stream Network for Robust and Real-time RGB-D Salient Object DetectionCode1
Hierarchical Dynamic Filtering Network for RGB-D Salient Object DetectionCode1
Cross-Modal Weighting Network for RGB-D Salient Object DetectionCode1
Re-thinking Co-Salient Object DetectionCode1
RGBT Salient Object Detection: A Large-scale Dataset and BenchmarkCode1
Bifurcated backbone strategy for RGB-D salient object detectionCode1
Multi-interactive Encoder-decoder Network for RGBT Salient Object DetectionCode1
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object DetectionCode1
Taking a Deeper Look at Co-Salient Object DetectionCode1
Is Depth Really Necessary for Salient Object Detection?Code1
Multi-interactive Dual-decoder for RGB-thermal Salient Object DetectionCode1
Bilateral Attention Network for RGB-D Salient Object DetectionCode1
JL-DCF: Joint Learning and Densely-Cooperative Fusion Framework for RGB-D Salient Object DetectionCode1
DFNet: Discriminative feature extraction and integration network for salient object detectionCode1
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object DetectionCode1
Weakly-Supervised Salient Object Detection via Scribble AnnotationsCode1
Highly Efficient Salient Object Detection with 100K ParametersCode1
Global Context-Aware Progressive Aggregation Network for Salient Object DetectionCode1
CAGNet: Content-Aware Guidance for Salient Object DetectionCode1
F3Net: Fusion, Feedback and Focus for Salient Object DetectionCode1
Rethinking RGB-D Salient Object Detection: Models, Data Sets, and Large-Scale BenchmarksCode1
BASNet: Boundary-Aware Salient Object DetectionCode1
A Simple Pooling-Based Design for Real-Time Salient Object DetectionCode1
Res2Net: A New Multi-scale Backbone ArchitectureCode1
Contour Knowledge Transfer for Salient Object DetectionCode1
Salient Object Detection Driven by Fixation PredictionCode1
Structure-measure: A New Way to Evaluate Foreground MapsCode1
Deeply supervised salient object detection with short connectionsCode1
FLIM-based Salient Object Detection Networks with Adaptive DecodersCode0
Multi-level Cellular Automata for FLIM networks0
Flyweight FLIM Networks for Salient Object Detection in Biomedical Images0
KAN-SAM: Kolmogorov-Arnold Network Guided Segment Anything Model for RGB-T Salient Object Detection0
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation0
CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection0
HSOD-BIT-V2: A New Challenging Benchmarkfor Hyperspectral Salient Object DetectionCode0
SSNet: Saliency Prior and State Space Model-based Network for Salient Object Detection in RGB-D Images0
Unifying Light Field Perception with Field of ParallaxCode0
Geometry-Aware 3D Salient Object Detection Network0
Multi-Task-oriented Nighttime Haze Imaging Enhancer for Vision-driven Measurement SystemsCode0
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement0
Boosting Salient Object Detection with Knowledge Distillated from Large Foundation Models0
Dual Mutual Learning Network with Global-local Awareness for RGB-D Salient Object DetectionCode0
Spectrum-oriented Point-supervised Saliency Detector for Hyperspectral ImagesCode0
Unconstrained Salient and Camouflaged Object Detection0
Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object Detection0
Transforming Static Images Using Generative Models for Video Salient Object Detection0
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks0
LFSamba: Marry SAM with Mamba for Light Field Salient Object DetectionCode0
United Domain Cognition Network for Salient Object Detection in Optical Remote Sensing ImagesCode0
Localization, balance and affinity: a stronger multifaceted collaborative salient object detector in remote sensing images0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.95Unverified
2FOCUSS-measure0.94Unverified
3SelfReformer-SwinS-measure0.94Unverified
4EVPv2S-measure0.94Unverified
5SelfReformerS-measure0.94Unverified
6EVPv1S-measure0.94Unverified
7LDF(ours)S-measure0.92Unverified
8F3NetS-measure0.92Unverified
9RCSBS-measure0.92Unverified
10F3NetS-measure0.92Unverified
#ModelMetricClaimedVerifiedStatus
1FOCUSS-measure0.9Unverified
2SAM2-UNetS-measure0.89Unverified
3EVPv2S-measure0.88Unverified
4EVPv1S-measure0.88Unverified
5SelfReformer-SwinS-measure0.88Unverified
6SelfReformerS-measure0.87Unverified
7LDF(ours)S-measure0.86Unverified
8RCSBS-measure0.85Unverified
9F3NetS-measure0.85Unverified
10F3NetS-measure0.83Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.94Unverified
2FOCUSS-measure0.94Unverified
3SelfReformer-SwinS-measure0.93Unverified
4EVPv1S-measure0.93Unverified
5SelfReformerS-measure0.93Unverified
6LDFS-measure0.92Unverified
7RCSBS-measure0.92Unverified
8F3NetS-measure0.92Unverified
9U2NetMAE0.03Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.88Unverified
2FOCUSS-measure0.87Unverified
3EVPv2S-measure0.86Unverified
4SelfReformer-SwinS-measure0.86Unverified
5SelfReformerS-measure0.86Unverified
6F3NetS-measure0.84Unverified
7LDFS-measure0.84Unverified
8RCSBS-measure0.82Unverified
#ModelMetricClaimedVerifiedStatus
1SAM2-UNetSmeasure0.93Unverified
2FOCUSSmeasure0.93Unverified
3SelfReformer-SwinSmeasure0.92Unverified
4EVPv2Smeasure0.92Unverified
5SelfReformerSmeasure0.91Unverified
6LDF(ResNet-50)Smeasure0.89Unverified
7F3NetSmeasure0.89Unverified
8RCSBSmeasure0.88Unverified
#ModelMetricClaimedVerifiedStatus
1U2-Net+Fwβ0.7Unverified