SOTAVerified

Segmentation

Papers

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Showing 4901–4925 of 13072 papers

TitleStatusHype
Efficient 3D Instance Mapping and Localization with Neural Fields—0
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset—0
Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior—0
Transformers-based architectures for stroke segmentation: A review—0
Multi-Layer Dense Attention Decoder for Polyp SegmentationCode0
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation—0
Annolid: Annotate, Segment, and Track Anything You NeedCode0
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion—0
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation—0
SegICL: A Multimodal In-context Learning Framework for Enhanced Segmentation in Medical Imaging—0
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models—0
3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image SegmentationCode0
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation—0
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation—0
Deep models for stroke segmentation: do complex architectures always perform better?—0
EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation—0
SMTF: Sparse transformer with multiscale contextual fusion for medical image segmentationCode0
SM2C: Boost the Semi-supervised Segmentation for Medical Image by using Meta Pseudo Labels and Mixed Images—0
PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation—0
HemoSet: The First Blood Segmentation Dataset for Automation of Hemostasis Management—0
Entity-NeRF: Detecting and Removing Moving Entities in Urban Scenes—0
An Information Theory Treatment of Animal Movement Tracks—0
3D-TransUNet for Brain Metastases Segmentation in the BraTS2023 ChallengeCode0
Inpainting-Driven Mask Optimization for Object Removal—0
Global Control for Local SO(3)-Equivariant Scale-Invariant Vessel SegmentationCode0
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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