SOTAVerified

Salient Object Detection

Papers

Showing 251300 of 527 papers

TitleStatusHype
SODAWideNet++: Combining Attention and Convolutions for Salient Object DetectionCode0
SODAWideNet -- Salient Object Detection with an Attention augmented Wide Encoder Decoder network without ImageNet pre-trainingCode0
Learning Uncertain Convolutional Features for Accurate Saliency DetectionCode0
FLIM-based Salient Object Detection Networks with Adaptive DecodersCode0
A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality PerceptionCode0
Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinementCode0
Unsupervised Object Keypoint Learning using Local Spatial PredictabilityCode0
Boosting Salient Object Detection with Transformer-based Asymmetric Bilateral U-NetCode0
Salient Object Detection for Point CloudsCode0
Salient Object Detection From Arbitrary ModalitiesCode0
Spectrum-oriented Point-supervised Saliency Detector for Hyperspectral ImagesCode0
Motion Guided Attention for Video Salient Object DetectionCode0
Salient Object Detection in the Deep Learning Era: An In-Depth SurveyCode0
HSOD-BIT-V2: A New Challenging Benchmarkfor Hyperspectral Salient Object DetectionCode0
Salient object detection on hyperspectral images using features learned from unsupervised segmentation taskCode0
Boosting RGB-D Saliency Detection by Leveraging Unlabeled RGB ImagesCode0
Knowing Depth Quality In Advance: A Depth Quality Assessment Method For RGB-D Salient Object DetectionCode0
MPI: Multi-receptive and Parallel Integration for Salient Object DetectionCode0
Salient Object Detection via Dynamic Scale RoutingCode0
Stacked Cross Refinement Network for Edge-Aware Salient Object DetectionCode0
STC: A Simple to Complex Framework for Weakly-supervised Semantic SegmentationCode0
A Fixation-based 360° Benchmark Dataset for Salient Object DetectionCode0
Global-and-Local Collaborative Learning for Co-Salient Object DetectionCode0
Salient Object Detection with Purificatory Mechanism and Structural Similarity LossCode0
Hyperspectral Image Dataset for Benchmarking on Salient Object DetectionCode0
Motion-aware Memory Network for Fast Video Salient Object DetectionCode0
Structured Modeling of Joint Deep Feature and Prediction Refinement for Salient Object DetectionCode0
Attentive Feedback Network for Boundary-Aware Salient Object DetectionCode0
Supervision by Fusion: Towards Unsupervised Learning of Deep Salient Object Detector0
PGNeXt: High-Resolution Salient Object Detection via Pyramid Grafting Network0
A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection0
A Bi-Directional Message Passing Model for Salient Object Detection0
ACFNet: Adaptively-Cooperative Fusion Network for RGB-D Salient Object Detection0
A Classifier-guided Approach for Top-down Salient Object Detection0
Adaptive Graph Convolution Module for Salient Object Detection0
A Deeper Look at Salient Object Detection: Bi-stream Network with a Small Training Dataset0
Adversarial Attacks Assessment of Salient Object Detection via Symbolic Learning0
A General Divergence Modeling Strategy for Salient Object Detection0
A Visual Representation-guided Framework with Global Affinity for Weakly Supervised Salient Object Detection0
Agile Amulet: Real-Time Salient Object Detection with Contextual Attention0
All in One: RGB, RGB-D, and RGB-T Salient Object Detection0
An Integration of Bottom-up and Top-Down Salient Cues on RGB-D Data: Saliency from Objectness vs. Non-Objectness0
An Iterative and Cooperative Top-Down and Bottom-Up Inference Network for Salient Object Detection0
a novel attention-based network for fast salient object detection0
A novel graph structure for salient object detection based on divergence background and compact foreground0
A Novel Long-term Iterative Mining Scheme for Video Salient Object Detection0
An Unsupervised Game-Theoretic Approach to Saliency Detection0
A Parallel Down-Up Fusion Network for Salient Object Detection in Optical Remote Sensing Images0
A Saliency Enhanced Feature Fusion based multiscale RGB-D Salient Object Detection Network0
A Spatial-Temporal Dual-Mode Mixed Flow Network for Panoramic Video Salient Object Detection0
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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