SOTAVerified

Salient Object Detection

Papers

Showing 251300 of 527 papers

TitleStatusHype
Cross-modality Discrepant Interaction Network for RGB-D Salient Object DetectionCode0
Perception-and-Regulation Network for Salient Object Detection0
ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic VideosCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Instance-Level Relative Saliency Ranking with Graph Reasoning0
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object DetectionCode1
Calibrated RGB-D Salient Object DetectionCode1
Dynamic Knowledge Distillation With Noise Elimination for RGB-D Salient Object Detection0
Salient Object Ranking with Position-Preserved AttentionCode1
Progressive Multi-scale Fusion Network for RGB-D Salient Object Detection0
Multiscale IoU: A Metric for Evaluation of Salient Object Detection with Fine StructuresCode0
Recursive Contour Saliency Blending Network for Accurate Salient Object DetectionCode1
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep StagingCode1
SHD360: A Benchmark Dataset for Salient Human Detection in 360° VideosCode0
Guidance and Teaching Network for Video Salient Object Detection0
Exploring Driving-aware Salient Object Detection via Knowledge TransferCode0
Confidence-guided Adaptive Gate and Dual Differential Enhancement for Video Salient Object Detection0
Salient Objects in ClutterCode1
CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object DetectionCode1
CoSformer: Detecting Co-Salient Object with Transformers0
Video Salient Object Detection via Adaptive Local-Global RefinementCode0
Learning Synergistic Attention for Light Field Salient Object DetectionCode1
Visual Saliency TransformerCode1
Middle-level Fusion for Lightweight RGB-D Salient Object Detection0
Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation0
Generative Transformer for Accurate and Reliable Salient Object DetectionCode1
Weakly Supervised Video Salient Object DetectionCode1
Uncertainty-aware Joint Salient Object and Camouflaged Object DetectionCode1
BTS-Net: Bi-directional Transfer-and-Selection Network For RGB-D Salient Object DetectionCode1
Few-Cost Salient Object Detection with Adversarial-Paced LearningCode1
Salient Image Matting0
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal FusionCode1
Group Collaborative Learning for Co-Salient Object DetectionCode1
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object DetectionCode1
Densely Nested Top-Down Flows for Salient Object DetectionCode1
Densely Deformable Efficient Salient Object Detection NetworkCode1
Self-Supervised Pretraining for RGB-D Salient Object DetectionCode1
RGB-D Salient Object Detection via 3D Convolutional Neural NetworksCode1
Salient Object Detection via Integrity LearningCode1
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
Progressive Self-Guided Loss for Salient Object DetectionCode0
Weakly-Supervised Saliency Detection via Salient Object Subitizing0
Light Field Saliency Detection With Dual Local Graph Learning and Reciprocative Guidance0
Dynamic Context-Sensitive Filtering Network for Video Salient Object DetectionCode1
Scene Context-Aware Salient Object DetectionCode1
iNAS: Integral NAS for Device-Aware Salient Object Detection0
Uncertainty-Guided Transformer Reasoning for Camouflaged Object DetectionCode1
MobileSal: Extremely Efficient RGB-D Salient Object DetectionCode0
EDN: Salient Object Detection via Extremely-Downsampled NetworkCode1
Centralized Information Interaction for 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