SOTAVerified

Salient Object Detection

Papers

Showing 201225 of 527 papers

TitleStatusHype
A Stagewise Refinement Model for Detecting Salient Objects in ImagesCode0
Rethinking Object Saliency Ranking: A Novel Whole-flow Processing ParadigmCode0
Reverse Attention for Salient Object DetectionCode0
Global-and-Local Collaborative Learning for Co-Salient Object DetectionCode0
Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object DetectionCode0
Rethinking Saliency-Guided Weakly-Supervised Semantic SegmentationCode0
Real-Time Salient Object Detection With a Minimum Spanning TreeCode0
Adaptive Fusion for RGB-D Salient Object DetectionCode0
Recursive Multi-model Complementary Deep Fusion forRobust Salient Object Detection via Parallel Sub NetworksCode0
Progressive Attention Guided Recurrent Network for Salient Object DetectionCode0
Point-aware Interaction and CNN-induced Refinement Network for RGB-D Salient Object DetectionCode0
Attentive Feedback Network for Boundary-Aware Salient Object DetectionCode0
Progressive Feature Polishing Network for Salient Object DetectionCode0
FLIM-based Salient Object Detection Networks with Adaptive DecodersCode0
Pixels, Regions, and Objects: Multiple Enhancement for Salient Object DetectionCode0
Progressively Complementarity-Aware Fusion Network for RGB-D Salient Object DetectionCode0
PDNet: Prior-model Guided Depth-enhanced Network for Salient Object DetectionCode0
PEEKABOO: Hiding parts of an image for unsupervised object localizationCode0
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingCode0
PiCANet: Pixel-wise Contextual Attention Learning for Accurate Saliency DetectionCode0
Multi-Task-oriented Nighttime Haze Imaging Enhancer for Vision-driven Measurement SystemsCode0
Salient Object Detection in the Deep Learning Era: An In-Depth SurveyCode0
Exploring Driving-aware Salient Object Detection via Knowledge TransferCode0
A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters WayfindingCode0
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine StructuresCode0
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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