SOTAVerified

Salient Object Detection

Papers

Showing 301325 of 527 papers

TitleStatusHype
Attention-based Assisted Excitation for Salient Object Detection0
A Unified Structure for Efficient RGB and RGB-D Salient Object Detection0
Automated Design of Salient Object Detection Algorithms with Brain Programming0
Automatic Salient Object Detection for Panoramic Images Using Region Growing and Fixation Prediction Model0
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object Detection0
Boosting General Trimap-free Matting in the Real-World Image0
Boosting Salient Object Detection with Knowledge Distillated from Large Foundation Models0
Boundary-Aware Salient Object Detection via Recurrent Two-Stream Guided Refinement Network0
Boundary-guided Feature Aggregation Network for Salient Object Detection0
C^4Net: Contextual Compression and Complementary Combination Network for Salient Object Detection0
CapSal: Leveraging Captioning to Boost Semantics for Salient Object Detection0
Cascaded Interaction with Eroded Deep Supervision for Salient Object Detection0
Centralized Information Interaction for Salient Object Detection0
CFMD: Dynamic Cross-layer Feature Fusion for Salient Object Detection0
CLASS: Cross-Level Attention and Supervision for Salient Objects Detection0
CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse0
Coarse-to-Fine Salient Object Detection with Low-Rank Matrix Recovery0
CONDA: Condensed Deep Association Learning for Co-Salient Object Detection0
Confidence-guided Adaptive Gate and Dual Differential Enhancement for Video Salient Object Detection0
Context Proposals for Saliency Detection0
Contextual Hypergraph Modelling for Salient Object Detection0
Contrast-Oriented Deep Neural Networks for Salient Object Detection0
Co-salient Object Detection Based on Deep Saliency Networks and Seed Propagation over an Integrated Graph0
Co-Salient Object Detection with Semantic-Level Consensus Extraction and Dispersion0
Co-Salient Object Detection With Uncertainty-Aware Group Exchange-Masking0
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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