SOTAVerified

Segmentation

Papers

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Showing 3351–3400 of 13072 papers

TitleStatusHype
High-Resolution Building and Road Detection from Sentinel-2—0
Long-form Simultaneous Speech Translation: Thesis Proposal—0
Label-efficient Segmentation via Affinity PropagationCode1
NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep LearningCode0
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation—0
A Multi-Scale Spatial Transformer U-Net for Simultaneously Automatic Reorientation and Segmentation of 3D Nuclear Cardiac Images—0
Loci-Segmented: Improving Scene Segmentation LearningCode0
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation—0
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentationCode0
Pedestrian Accessible Infrastructure Inventory: Assessing Zero-Shot Segmentation on Multi-Mode Geospatial Data for All Pedestrian Types—0
Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation—0
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNNCode0
Automatic segmentation of lung findings in CT and application to Long COVIDCode1
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentationCode0
Timestamp-supervised Wearable-based Activity Segmentation and Recognition with Contrastive Learning and Order-Preserving Optimal Transport—0
Learning to Adapt SAM for Segmenting Cross-domain Point Clouds—0
Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration—0
Re-initialization-free Level Set Method via Molecular Beam Epitaxy Equation Regularization for Image Segmentation—0
RT-SRTS: Angle-Agnostic Real-Time Simultaneous 3D Reconstruction and Tumor Segmentation from Single X-Ray ProjectionCode0
Fine-Grained Annotation for Face Anti-Spoofing—0
Image2PCI -- A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from ImagesCode0
SSG2: A new modelling paradigm for semantic segmentationCode1
Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors—0
3D TransUNet: Advancing Medical Image Segmentation through Vision TransformersCode4
Multi-task Explainable Skin Lesion Classification—0
Impact of Label Types on Training SWIN Models with Overhead Imagery—0
S4C: Self-Supervised Semantic Scene Completion with Neural Fields—0
SAM-OCTA: Prompting Segment-Anything for OCTA Image SegmentationCode1
CLIP for Lightweight Semantic Segmentation—0
Causal Unsupervised Semantic SegmentationCode1
Relational Prior Knowledge Graphs for Detection and Instance SegmentationCode1
IBoxCLA: Towards Robust Box-supervised Segmentation of Polyp via Improved Box-dice and Contrastive Latent-anchorsCode1
Hierarchical Mask2Former: Panoptic Segmentation of Crops, Weeds and LeavesCode0
Cross-modal Cognitive Consensus guided Audio-Visual SegmentationCode0
Empirical Evaluation of the Segment Anything Model (SAM) for Brain Tumor Segmentation—0
Enhancing Prostate Cancer Diagnosis with Deep Learning: A Study using mpMRI Segmentation and Classification—0
From Question to Exploration: Test-Time Adaptation in Semantic Segmentation?Code0
High Accuracy and Cost-Saving Active Learning 3D WD-UNet for Airway Segmentation—0
A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision TransformersCode1
RetSeg: Retention-based Colorectal Polyps Segmentation Network—0
Hierarchical Side-Tuning for Vision Transformers—0
CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratioCode0
M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images—0
OV-PARTS: Towards Open-Vocabulary Part SegmentationCode1
Cross-Task Data Augmentation by Pseudo-label Generation for Region Based Coronary Artery Instance Segmentation—0
Low-Resolution Self-Attention for Semantic SegmentationCode1
Structure-Preserving Instance Segmentation via Skeleton-Aware Distance Transform—0
Geometry Aware Field-to-field Transformations for 3D Semantic Segmentation—0
Memory-Constrained Semantic Segmentation for Ultra-High Resolution UAV Imagery—0
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation—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