SOTAVerified

Segmentation

Papers

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Showing 3801–3825 of 13072 papers

TitleStatusHype
From CNN to Transformer: A Review of Medical Image Segmentation Models—0
Category Feature Transformer for Semantic SegmentationCode0
SegMatch: A semi-supervised learning method for surgical instrument segmentation—0
MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation—0
Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation—0
Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors—0
Scene-Generalizable Interactive Segmentation of Radiance Fields—0
Assessing the performance of deep learning-based models for prostate cancer segmentation using uncertainty scores—0
Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation—0
Semi-Supervised Semantic Segmentation of Cell Nuclei via Diffusion-based Large-Scale Pre-Training and Collaborative Learning—0
Large-Scale Multi-Hypotheses Cell Tracking Using Ultrametric Contours MapsCode1
Unsupervised Camouflaged Object Segmentation as Domain AdaptationCode1
Data Augmentation-Based Unsupervised Domain Adaptation In Medical Imaging—0
Expression Prompt Collaboration Transformer for Universal Referring Video Object SegmentationCode0
Learning Unbiased Image Segmentation: A Case Study with Plain Knee Radiographs—0
PAIF: Perception-Aware Infrared-Visible Image Fusion for Attack-Tolerant Semantic SegmentationCode1
AquaSAM: Underwater Image Foreground SegmentationCode0
Character-level NMT and language similarity—0
Redesigning Out-of-Distribution Detection on 3D Medical Images—0
Feature Decoupling-Recycling Network for Fast Interactive Segmentation—0
Adaptive Semi-Supervised Segmentation of Brain Vessels with Ambiguous LabelsCode0
AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene SegmentationCode1
Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network—0
Nerve Block Target Localization and Needle Guidance for Autonomous Robotic Ultrasound Guided Regional Anesthesia—0
Keyword Spotting Simplified: A Segmentation-Free Approach using Character Counting and CTC re-scoringCode0
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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