SOTAVerified

Salient Object Detection

Papers

Showing 301–350 of 527 papers

TitleStatusHype
Uncertainty-Aware Deep Calibrated Salient Object Detection—0
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
Structure-Consistent Weakly Supervised Salient Object Detection with Local Saliency CoherenceCode1
A Unified Structure for Efficient RGB and RGB-D Salient Object Detection—0
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
Unsupervised Object Keypoint Learning using Local Spatial PredictabilityCode0
SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater RobotsCode1
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object DetectionCode1
EF-Net: A novel enhancement and fusion network for RGB-D saliency detectionCode0
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Fast Video Salient Object Detection via Spatiotemporal Knowledge Distillation—0
Learning Selective Mutual Attention and Contrast for RGB-D Saliency DetectionCode1
Light Field Salient Object Detection: A Review and BenchmarkCode1
A Parallel Down-Up Fusion Network for Salient Object Detection in Optical Remote Sensing Images—0
CLASS: Cross-Level Attention and Supervision for Salient Objects Detection—0
Can You Spot the Chameleon? Adversarially Camouflaging Images from Co-Salient Object DetectionCode1
IDA: Improved Data Augmentation Applied to Salient Object DetectionCode1
Regularized Densely-connected Pyramid Network for Salient Instance SegmentationCode1
Siamese Network for RGB-D Salient Object Detection and BeyondCode1
Label Decoupling Framework for Salient Object DetectionCode1
Salient Instance Segmentation with Region and Box-level Annotations—0
Progressively Guided Alternate Refinement Network for RGB-D Salient Object DetectionCode1
DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping—0
Rethinking of the Image Salient Object Detection: Object-level Semantic Saliency Re-ranking First, Pixel-wise Saliency Refinement Latter—0
Data-Level Recombination and Lightweight Fusion Scheme for RGB-D Salient Object DetectionCode0
Recursive Multi-model Complementary Deep Fusion forRobust Salient Object Detection via Parallel Sub NetworksCode0
Depth Quality Aware Salient Object DetectionCode1
A Deeper Look at Salient Object Detection: Bi-stream Network with a Small Training Dataset—0
A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality PerceptionCode0
Knowing Depth Quality In Advance: A Depth Quality Assessment Method For RGB-D Salient Object DetectionCode0
Cascade Graph Neural Networks for RGB-D Salient Object DetectionCode1
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object DetectionCode1
BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy NetworkCode1
RGB-D Salient Object Detection: A SurveyCode1
Exploring Image Enhancement for Salient Object Detection in Low Light Images—0
Accurate RGB-D Salient Object Detection via Collaborative LearningCode1
TENet: Triple Excitation Network for Video Salient Object Detection—0
Multi-scale Interactive Network for Salient Object DetectionCode1
Suppress and Balance: A Simple Gated Network for Salient Object DetectionCode1
A Single Stream Network for Robust and Real-time RGB-D Salient Object DetectionCode1
RGB-D Salient Object Detection with Cross-Modality Modulation and SelectionCode1
Hierarchical Dynamic Filtering Network for RGB-D Salient Object DetectionCode1
Multi-level Cross-modal Interaction Network for RGB-D Salient Object Detection—0
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
Taking a Deeper Look at Co-Salient Object DetectionCode1
A2dele: Adaptive and Attentive Depth Distiller for Efficient RGB-D Salient Object DetectionCode1
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Benchmark Results

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