SOTAVerified

Salient Object Detection

Papers

Showing 351375 of 527 papers

TitleStatusHype
MobileSal: Extremely Efficient RGB-D Salient Object DetectionCode0
Centralized Information Interaction for Salient Object Detection0
Uncertainty-Aware Deep Calibrated Salient Object Detection0
A Unified Structure for Efficient RGB and RGB-D Salient Object Detection0
Unsupervised Object Keypoint Learning using Local Spatial PredictabilityCode0
EF-Net: A novel enhancement and fusion network for RGB-D saliency detectionCode0
Fast Video Salient Object Detection via Spatiotemporal Knowledge Distillation0
A Parallel Down-Up Fusion Network for Salient Object Detection in Optical Remote Sensing Images0
CLASS: Cross-Level Attention and Supervision for Salient Objects Detection0
Salient Instance Segmentation with Region and Box-level Annotations0
DyStaB: Unsupervised Object Segmentation via Dynamic-Static Bootstrapping0
Rethinking of the Image Salient Object Detection: Object-level Semantic Saliency Re-ranking First, Pixel-wise Saliency Refinement Latter0
Knowing Depth Quality In Advance: A Depth Quality Assessment Method For RGB-D Salient Object DetectionCode0
Data-Level Recombination and Lightweight Fusion Scheme for RGB-D Salient Object DetectionCode0
A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality PerceptionCode0
Recursive Multi-model Complementary Deep Fusion forRobust Salient Object Detection via Parallel Sub NetworksCode0
A Deeper Look at Salient Object Detection: Bi-stream Network with a Small Training Dataset0
Exploring Image Enhancement for Salient Object Detection in Low Light Images0
TENet: Triple Excitation Network for Video Salient Object Detection0
Multi-level Cross-modal Interaction Network for RGB-D Salient Object Detection0
Salient Object Detection Combining a Self-attention Module and a Feature Pyramid Network0
Attention-based Assisted Excitation for Salient Object Detection0
Evaluating Salient Object Detection in Natural Images with Multiple Objects having Multi-level SaliencyCode0
Cross-layer Feature Pyramid Network for Salient Object Detection0
Saliency Enhancement using Gradient Domain Edges Merging0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SAM2-UNetS-measure0.95Unverified
2FOCUSS-measure0.94Unverified
3SelfReformer-SwinS-measure0.94Unverified
4EVPv1S-measure0.94Unverified
5EVPv2S-measure0.94Unverified
6SelfReformerS-measure0.94Unverified
7F3NetS-measure0.92Unverified
8LDF(ours)S-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
8F3NetS-measure0.85Unverified
9RCSBS-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
6LDFS-measure0.84Unverified
7F3NetS-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