SOTAVerified

Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4976–5000 of 13072 papers

TitleStatusHype
Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor SegmentationCode0
FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye ImagesCode0
Exploring Optical Flow Inclusion into nnU-Net Framework for Surgical Instrument Segmentation—0
Temporal-spatial Adaptation of Promptable SAM Enhance Accuracy and Generalizability of cine CMR Segmentation—0
Grasp Anything: Combining Teacher-Augmented Policy Gradient Learning with Instance Segmentation to Grasp Arbitrary Objects—0
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation—0
MARVIS: Motion & Geometry Aware Real and Virtual Image SegmentationCode0
Region-based U-net for accelerated training and enhanced precision in deep brain segmentation—0
Task-Specific Adaptation of Segmentation Foundation Model via Prompt Learning—0
Renovating Names in Open-Vocabulary Segmentation Benchmarks—0
WeakSurg: Weakly supervised surgical instrument segmentation using temporal equivariance and semantic continuity—0
Semi- and Weakly-Supervised Learning for Mammogram Mass Segmentation with Limited Annotations—0
Advanced Tumor Segmentation in Medical Imaging: An Ensemble Approach for BraTS 2023 Adult Glioma and Pediatric Tumor Tasks—0
Explore In-Context Segmentation via Latent Diffusion Models—0
Annotation Free Semantic Segmentation with Vision Foundation Models—0
Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches—0
Dynamic U-Net: Adaptively Calibrate Features for Abdominal Multi-organ SegmentationCode0
An Active Contour Model Driven By the Hybrid Signed Pressure Function—0
CT evaluation of 2D and 3D holistic deep learning methods for the volumetric segmentation of airway lesions—0
Label Dropout: Improved Deep Learning Echocardiography Segmentation Using Multiple Datasets With Domain Shift and Partial Labelling—0
SAMDA: Leveraging SAM on Few-Shot Domain Adaptation for Electronic Microscopy Segmentation—0
BraSyn 2023 challenge: Missing MRI synthesis and the effect of different learning objectives—0
Learn and Search: An Elegant Technique for Object Lookup using Contrastive Learning—0
Query-guided Prototype Evolution Network for Few-Shot Segmentation—0
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image 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