SOTAVerified

Salient Object Detection

Papers

Showing 76100 of 527 papers

TitleStatusHype
Densely Nested Top-Down Flows for Salient Object DetectionCode1
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object DetectionCode1
Cascade Graph Neural Networks for RGB-D Salient Object DetectionCode1
An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object DetectionCode1
Deep RGB-D Saliency Detection with Depth-Sensitive Attention and Automatic Multi-Modal FusionCode1
Bilateral Attention Network for RGB-D Salient Object DetectionCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
CMA-Net: A Cascaded Mutual Attention Network for Light Field Salient Object DetectionCode1
Disentangled High Quality Salient Object DetectionCode1
CoADNet: Collaborative Aggregation-and-Distribution Networks for Co-Salient Object DetectionCode1
Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion GuidanceCode1
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object DetectionCode1
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
A Simple yet Effective Network based on Vision Transformer for Camouflaged Object and Salient Object DetectionCode1
Highly Efficient Salient Object Detection with 100K ParametersCode1
A Single Stream Network for Robust and Real-time RGB-D Salient Object DetectionCode1
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
Contour Knowledge Transfer for Salient Object DetectionCode1
ASOD60K: An Audio-Induced Salient Object Detection Dataset for Panoramic VideosCode1
A lightweight multi-scale context network for salient object detection in optical remote sensing imagesCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
Co-Salient Object Detection with Co-Representation PurificationCode1
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object DetectionCode1
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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