| A Computed Tomography Vertebral Segmentation Dataset with Anatomical Variations and Multi-Vendor Scanner Data | Mar 10, 2021 | AnatomyBenchmarking | CodeCode Available | 1 | 5 |
| Camouflaged Object Segmentation with Distraction Mining | Apr 21, 2021 | Camouflaged Object SegmentationDichotomous Image Segmentation | CodeCode Available | 1 | 5 |
| Campus3D: A Photogrammetry Point Cloud Benchmark for Hierarchical Understanding of Outdoor Scene | Aug 11, 2020 | Instance SegmentationPoint Cloud Segmentation | CodeCode Available | 1 | 5 |
| A Large-Scale Benchmark for Food Image Segmentation | May 12, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 | 5 |
| A Large-Scale Dataset for Benchmarking Elevator Button Segmentation and Character Recognition | Mar 16, 2021 | BenchmarkingPosition | CodeCode Available | 1 | 5 |
| Can SAM Segment Anything? When SAM Meets Camouflaged Object Detection | Apr 10, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 | 5 |
| FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving | Sep 23, 2023 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 | 5 |
| Label-Efficient Multi-Task Segmentation using Contrastive Learning | Sep 23, 2020 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Fed-MUnet: Multi-modal Federated Unet for Brain Tumor Segmentation | Sep 2, 2024 | Brain Tumor SegmentationFederated Learning | CodeCode Available | 1 | 5 |
| Few-Shot Segmentation via Cycle-Consistent Transformer | Jun 4, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| FinnWoodlands Dataset | Apr 3, 2023 | Autonomous DrivingDepth Completion | CodeCode Available | 1 | 5 |
| Automated segmentation and morphological characterization of placental histology images based on a single labeled image | Oct 7, 2022 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Label Propagation for 3D Carotid Vessel Wall Segmentation and Atherosclerosis Diagnosis | Aug 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation | Mar 4, 2020 | Brain SegmentationMRI segmentation | CodeCode Available | 1 | 5 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 | 5 |
| A context based deep learning approach for unbalanced medical image segmentation | Jan 8, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Deep Learning-Based Concurrent Brain Registration and Tumor Segmentation | Mar 20, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 | 5 |
| Feature-prompting GBMSeg: One-Shot Reference Guided Training-Free Prompt Engineering for Glomerular Basement Membrane Segmentation | Jun 24, 2024 | Prompt EngineeringSegmentation | CodeCode Available | 1 | 5 |
| Automated segmentation of lesions and organs at risk on [68Ga]Ga-PSMA-11 PET/CT images using self-supervised learning with Swin UNETR | Feb 29, 2024 | DecoderMedical Image Segmentation | CodeCode Available | 1 | 5 |
| LangGas: Introducing Language in Selective Zero-Shot Background Subtraction for Semi-Transparent Gas Leak Detection with a New Dataset | Mar 4, 2025 | Classificationobject-detection | CodeCode Available | 1 | 5 |
| Feature-Proxy Transformer for Few-Shot Segmentation | Oct 13, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| A persistent homology-based topological loss for CNN-based multi-class segmentation of CMR | Jul 27, 2021 | AnatomySegmentation | CodeCode Available | 1 | 5 |
| Advancing Grounded Multimodal Named Entity Recognition via LLM-Based Reformulation and Box-Based Segmentation | Jun 11, 2024 | Grounded Multimodal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 | 5 |
