SOTAVerified

Salient Object Detection

Papers

Showing 151175 of 527 papers

TitleStatusHype
BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object DetectionCode1
Few-Cost Salient Object Detection with Adversarial-Paced LearningCode1
MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface DefectsCode1
DS-Net: Dynamic Spatiotemporal Network for Video Salient Object DetectionCode1
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object DetectionCode1
MutualFormer: Multi-Modality Representation Learning via Cross-Diffusion AttentionCode1
Cascade Graph Neural Networks for RGB-D Salient Object DetectionCode1
Dynamic Context-Sensitive Filtering Network for Video Salient Object DetectionCode1
Hyperspectral Remote Sensing Images Salient Object Detection: The First Benchmark Dataset and BaselineCode1
Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object SegmentationCode1
Progressively Guided Alternate Refinement Network for RGB-D Salient Object DetectionCode1
Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency DetectionCode1
EDN: Salient Object Detection via Extremely-Downsampled NetworkCode1
Efficient Fourier Filtering Network with Contrastive Learning for UAV-based Unaligned Bi-modal Salient Object DetectionCode1
Efficient Multimodal Semantic Segmentation via Dual-Prompt LearningCode1
Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and SegmentationCode1
Learning Video Salient Object Detection Progressively from Unlabeled VideosCode1
Multi-scale Interactive Network for Salient Object DetectionCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
Res2Net: A New Multi-scale Backbone ArchitectureCode1
Scene Context-Aware Salient Object DetectionCode1
Full-Duplex Strategy for Video Object SegmentationCode1
RGB-D Salient Object Detection: A SurveyCode1
Explicit Attention-Enhanced Fusion for RGB-Thermal Perception TasksCode1
Weakly-Supervised Salient Object Detection via Scribble AnnotationsCode1
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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