SOTAVerified

Salient Object Detection

Papers

Showing 401450 of 527 papers

TitleStatusHype
CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection0
Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object DetectionCode0
BASNet: Boundary-Aware Salient Object DetectionCode1
A Mutual Learning Method for Salient Object Detection With Intertwined Multi-SupervisionCode0
Salient Object Detection With Pyramid Attention and Salient Edges0
Shifting More Attention to Video Salient Object DetectionCode0
ROSA: Robust Salient Object Detection against Adversarial Attacks0
A Simple Pooling-Based Design for Real-Time Salient Object DetectionCode1
Salient Object Detection in the Deep Learning Era: An In-Depth SurveyCode0
Cascaded Partial Decoder for Fast and Accurate Salient Object DetectionCode0
Salient Object Detection: A Distinctive Feature Integration Model0
DSAL-GAN: Denoising based Saliency Prediction with Generative Adversarial Networks0
Res2Net: A New Multi-scale Backbone ArchitectureCode1
SE2Net: Siamese Edge-Enhancement Network for Salient Object DetectionCode0
DNA: Deeply-supervised Nonlinear Aggregation for Salient Object DetectionCode0
SAC-Net: Spatial Attenuation Context for Salient Object Detection0
Salient object detection on hyperspectral images using features learned from unsupervised segmentation taskCode0
Deep Reasoning with Multi-Scale Context for Salient Object Detection0
Salient Object Detection with Lossless Feature Reflection and Weighted Structural Loss0
Richer and Deeper Supervision Network for Salient Object Detection0
Adaptive Fusion for RGB-D Salient Object DetectionCode0
Salient Object Detection via High-to-Low Hierarchical Context Aggregation0
Selectivity or Invariance: Boundary-aware Salient Object Detection0
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency DetectionCode0
Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning0
Super Diffusion for Salient Object Detection0
Salient Object Detection in Video using Deep Non-Local Neural Networks0
Relative Saliency and Ranking: Models, Metrics, Data, and Benchmarks0
Boundary-guided Feature Aggregation Network for Salient Object Detection0
Sequential Clique Optimization for Video Object Segmentation0
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection0
Contour Knowledge Transfer for Salient Object DetectionCode1
Reverse Attention for Salient Object DetectionCode0
Object Detection with Deep Learning: A Review0
Video Saliency Detection by 3D Convolutional Neural Networks0
An Integration of Bottom-up and Top-Down Salient Cues on RGB-D Data: Saliency from Objectness vs. Non-Objectness0
Hyperspectral Image Dataset for Benchmarking on Salient Object DetectionCode0
Context Proposals for Saliency Detection0
Salient Object Detection Driven by Fixation PredictionCode1
Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object DetectionCode0
Detect Globally, Refine Locally: A Novel Approach to Saliency Detection0
Flow Guided Recurrent Neural Encoder for Video Salient Object Detection0
A Bi-Directional Message Passing Model for Salient Object Detection0
Progressive Attention Guided Recurrent Network for Salient Object DetectionCode0
Coarse-to-Fine Salient Object Detection with Low-Rank Matrix Recovery0
Optimizing the F-measure for Threshold-free Salient Object Detection0
Exploiting the Value of the Center-dark Channel Prior for Salient Object Detection0
HyperFusion-Net: Densely Reflective Fusion for Salient Object Detection0
Contrast-Oriented Deep Neural Networks for Salient Object Detection0
PDNet: Prior-model Guided Depth-enhanced Network for Salient Object DetectionCode0
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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