SOTAVerified

Salient Object Detection

Papers

Showing 301–325 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
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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