SOTAVerified

Segmentation

Papers

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Showing 4851–4900 of 13072 papers

TitleStatusHype
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation—0
Comparative Analysis of Image Enhancement Techniques for Brain Tumor Segmentation: Contrast, Histogram, and Hybrid Approaches—0
Image-based Agarwood Resinous Area Segmentation using Deep Learning—0
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite ImageryCode0
PlateSegFL: A Privacy-Preserving License Plate Detection Using Federated Segmentation Learning—0
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation—0
Automated Prediction of Breast Cancer Response to Neoadjuvant Chemotherapy from DWI Data—0
Deep Learning-Based Brain Image Segmentation for Automated Tumour Detection—0
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night SceneCode0
Mixed-Query Transformer: A Unified Image Segmentation Architecture—0
Panoptic Perception: A Novel Task and Fine-grained Dataset for Universal Remote Sensing Image Interpretation—0
Decomposition-based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation—0
Towards Efficient and Accurate CT Segmentation via Edge-Preserving Probabilistic Downsampling—0
Deep-learning Segmentation of Small Volumes in CT images for Radiotherapy Treatment Planning—0
Influence based explainability of brain tumors segmentation in multimodal Magnetic Resonance Imaging—0
MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector—0
iSeg: Interactive 3D Segmentation via Interactive Attention—0
OpenNeRF: Open Set 3D Neural Scene Segmentation with Pixel-Wise Features and Rendered Novel Views—0
Background Noise Reduction of Attention Map for Weakly Supervised Semantic Segmentation—0
Boosting Unsupervised Segmentation LearningCode0
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation—0
OW-VISCapTor: Abstractors for Open-World Video Instance Segmentation and Captioning—0
Test Time Training for Industrial Anomaly Segmentation—0
Segmentation-Guided Knee Radiograph Generation using Conditional Diffusion Models—0
Adaptive Affinity-Based Generalization For MRI Imaging Segmentation Across Resource-Limited Settings—0
RS3Mamba: Visual State Space Model for Remote Sensing Images Semantic Segmentation—0
Enhancing crop segmentation in satellite image time-series with transformer networksCode0
Red-Teaming Segment Anything ModelCode0
Adaptive Feature Fusion Neural Network for Glaucoma Segmentation on Unseen Fundus Images—0
Automating Vessel Segmentation in the Heart and Brain: A Trend to Develop Multi-Modality and Label-Efficient Deep Learning Techniques—0
Improving Bird's Eye View Semantic Segmentation by Task Decomposition—0
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image SegmentationCode0
Guidelines for Cerebrovascular Segmentation: Managing Imperfect Annotations in the context of Semi-Supervised Learning—0
Rethinking Annotator Simulation: Realistic Evaluation of Whole-Body PET Lesion Interactive Segmentation Methods—0
Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation—0
OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation—0
Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation—0
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Anthropic Prior Knowledge—0
Towards Label-Efficient Human Matting: A Simple Baseline for Weakly Semi-Supervised Trimap-Free Human MattingCode0
MugenNet: A Novel Combined Convolution Neural Network and Transformer Network with its Application for Colonic Polyp Image Segmentation—0
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point AnnotationCode0
Training-Free Semantic Segmentation via LLM-Supervision—0
YNetr: Dual-Encoder architecture on Plain Scan Liver Tumors (PSLT)—0
A multi-stage semi-supervised learning for ankle fracture classification on CT images—0
Segmentation, Classification and Interpretation of Breast Cancer Medical Images using Human-in-the-Loop Machine Learning—0
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models—0
Learning Multiple Representations with Inconsistency-Guided Detail Regularization for Mask-Guided Matting—0
Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation—0
ENet-21: An Optimized light CNN Structure for Lane Detection—0
Efficient and Effective Weakly-Supervised Action Segmentation via Action-Transition-Aware Boundary AlignmentCode0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified