SOTAVerified

Salient Object Detection

Papers

Showing 151175 of 527 papers

TitleStatusHype
Is Depth Really Necessary for Salient Object Detection?Code1
Re-thinking Co-Salient Object DetectionCode1
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
Joint Learning of Salient Object Detection, Depth Estimation and Contour ExtractionCode1
RGB-D Salient Object Detection via 3D Convolutional Neural NetworksCode1
Cascade Graph Neural Networks for RGB-D Salient Object DetectionCode1
Dynamic Context-Sensitive Filtering Network for Video Salient Object DetectionCode1
Recurrent Multi-scale Transformer for High-Resolution Salient Object DetectionCode1
Label Decoupling Framework for Salient Object DetectionCode1
Learning Adaptive Fusion Bank for Multi-modal Salient Object DetectionCode1
Learning Motion and Temporal Cues for Unsupervised Video Object SegmentationCode1
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
Salient Object Detection in Optical Remote Sensing Images Driven by TransformerCode1
Learning Video Salient Object Detection Progressively from Unlabeled VideosCode1
Texture-guided Saliency Distilling for Unsupervised Salient Object DetectionCode1
Salient Objects in ClutterCode1
Siamese Network for RGB-D Salient Object Detection and BeyondCode1
LeNo: Adversarial Robust Salient Object Detection Networks with Learnable NoiseCode1
Scene Context-Aware Salient Object DetectionCode1
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