SOTAVerified

Segmentation

Papers

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Showing 5751–5800 of 13072 papers

TitleStatusHype
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels—0
A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans—0
Improved post-hoc probability calibration for out-of-domain MRI segmentationCode0
CAVE: Cerebral Artery-Vein Segmentation in Digital Subtraction AngiographyCode1
Edge-Based Self-Supervision for Semi-Supervised Few-Shot Microscopy Image Cell Segmentation—0
Per-Clip Video Object SegmentationCode1
SSformer: A Lightweight Transformer for Semantic SegmentationCode1
Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain ImagesCode0
Multiclass ASMA vs Targeted PGD Attack in Image Segmentation—0
SuperLine3D: Self-supervised Line Segmentation and Description for LiDAR Point CloudCode1
MinVIS: A Minimal Video Instance Segmentation Framework without Video-based TrainingCode2
IterMiUnet: A lightweight architecture for automatic blood vessel segmentationCode1
Curved Geometric Networks for Visual Anomaly Recognition—0
CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume SegmentationCode1
A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images—0
A New Probabilistic V-Net Model with Hierarchical Spatial Feature Transform for Efficient Abdominal Multi-Organ Segmentation—0
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation—0
OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images—0
Lung nodules segmentation from CT with DeepHealth toolkit—0
CloudAttention: Efficient Multi-Scale Attention Scheme For 3D Point Cloud LearningCode0
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation—0
PVBM: A Python Vasculature Biomarker Toolbox Based On Retinal Blood Vessel SegmentationCode1
Doubly Deformable Aggregation of Covariance Matrices for Few-shot SegmentationCode1
Temporal extrapolation of heart wall segmentation in cardiac magnetic resonance images via pixel trackingCode0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation—0
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder—0
Benchmarking Azerbaijani Neural Machine Translation—0
Recognition of Handwritten Chinese Text by Segmentation: A Segment-annotation-free Approach—0
Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor—0
Dataset and Evaluation algorithm design for GOALS Challenge—0
FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images—0
Using Graph Neural Networks for Program Termination—0
Utterance-by-utterance overlap-aware neural diarization with Graph-PITCode1
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation—0
Training a universal instance segmentation network for live cell images of various cell types and imaging modalitiesCode0
ClaSP -- Parameter-free Time Series SegmentationCode1
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation—0
SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal ImageCode1
Extraction of Vascular Wall in Carotid Ultrasound via a Novel Boundary-Delineation Network—0
Lightweight and Progressively-Scalable Networks for Semantic SegmentationCode1
Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image SegmentationCode0
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS dataCode1
Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors—0
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation ModelCode1
Leveraging GAN Priors for Few-Shot Part SegmentationCode0
Two-Stream UNET Networks for Semantic Segmentation in Medical Images—0
AADG: Automatic Augmentation for Domain Generalization on Retinal Image SegmentationCode1
Object-ABN: Learning to Generate Sharp Attention Maps for Action Recognition—0
Exploring Generalizable Distillation for Efficient Medical Image SegmentationCode0
Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation—0
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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