| GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector | May 30, 2022 | Co-Salient Object DetectionObject | CodeCode Available | 4 | 5 |
| Memory-aided Contrastive Consensus Learning for Co-salient Object Detection | Feb 28, 2023 | Co-Salient Object Detectionobject-detection | CodeCode Available | 4 | 5 |
| SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation | Aug 16, 2024 | Image SegmentationMarine Animal Segmentation | CodeCode Available | 3 | 5 |
| U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection | May 18, 2020 | Dichotomous Image SegmentationGPU | CodeCode Available | 3 | 5 |
| Revisiting Image Pyramid Structure for High Resolution Salient Object Detection | Sep 20, 2022 | Dichotomous Image SegmentationObject Detection | CodeCode Available | 3 | 5 |
| Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset | Jun 10, 2024 | Instance SegmentationSalient Object Detection | CodeCode Available | 2 | 5 |
| A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection | Mar 9, 2022 | Co-Salient Object Detectionobject-detection | CodeCode Available | 2 | 5 |
| Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object Detection | Aug 8, 2024 | object-detectionObject Detection | CodeCode Available | 2 | 5 |
| Explicit Visual Prompting for Universal Foreground Segmentations | May 29, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 | 5 |
| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning | Jun 27, 2025 | Foreground Segmentationobject-detection | CodeCode Available | 2 | 5 |
| DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation | Sep 18, 2023 | 3D geometryDecoder | CodeCode Available | 2 | 5 |
| Explicit Visual Prompting for Low-Level Structure Segmentations | Mar 20, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 | 5 |
| FOCUS: Towards Universal Foreground Segmentation | Jan 9, 2025 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 | 5 |
| Samba: A Unified Mamba-based Framework for General Salient Object Detection | Jan 1, 2025 | Mambaobject-detection | CodeCode Available | 2 | 5 |
| Benchmarking Deep Models for Salient Object Detection | Feb 7, 2022 | BenchmarkingObject | CodeCode Available | 1 | 5 |
| Accurate RGB-D Salient Object Detection via Collaborative Learning | Jul 23, 2020 | Objectobject-detection | CodeCode Available | 1 | 5 |
| BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object Detection | Feb 27, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Bifurcated backbone strategy for RGB-D salient object detection | Jul 6, 2020 | Objectobject-detection | CodeCode Available | 1 | 5 |
| A Simple Pooling-Based Design for Real-Time Salient Object Detection | Apr 21, 2019 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network | Aug 1, 2020 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Bilateral Attention Network for RGB-D Salient Object Detection | Apr 30, 2020 | GPUObject | CodeCode Available | 1 | 5 |
| An Interactively Reinforced Paradigm for Joint Infrared-Visible Image Fusion and Saliency Object Detection | May 17, 2023 | Infrared And Visible Image Fusionobject-detection | CodeCode Available | 1 | 5 |
| A lightweight multi-scale context network for salient object detection in optical remote sensing images | May 18, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation Network | Dec 19, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance | Aug 27, 2024 | Decoderobject-detection | CodeCode Available | 1 | 5 |
