SOTAVerified

Segmentation

Papers

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Showing 5901–5950 of 13072 papers

TitleStatusHype
FewSOL: A Dataset for Few-Shot Object Learning in Robotic EnvironmentsCode0
Multi-Contrast MRI Segmentation Trained on Synthetic Images—0
Lightweight Encoder-Decoder Architecture for Foot Ulcer Segmentation—0
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasoundCode1
Full-Resolution Network and Dual-Threshold Iteration for Retinal Vessel and Coronary Angiograph SegmentationCode1
A Deep Ensemble Learning Approach to Lung CT Segmentation for COVID-19 Severity AssessmentCode0
Latents2Segments: Disentangling the Latent Space of Generative Models for Semantic Segmentation of Face Images—0
Bayesian approaches for Quantifying Clinicians' Variability in Medical Image Quantification—0
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image SegmentationCode0
MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image SegmentationCode0
SiamMask: A Framework for Fast Online Object Tracking and SegmentationCode4
Vector Quantisation for Robust SegmentationCode1
CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse TransformersCode2
Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface EstimationCode1
Segmenting Moving Objects via an Object-Centric Layered RepresentationCode1
Transformer based Models for Unsupervised Anomaly Segmentation in Brain MR ImagesCode0
Distilling Ensemble of Explanations for Weakly-Supervised Pre-Training of Image Segmentation ModelsCode0
Domain Adaptive Nuclei Instance Segmentation and Classification via Category-aware Feature Alignment and Pseudo-labelling—0
S^5Mars: Semi-Supervised Learning for Mars Semantic Segmentation—0
Beyond mAP: Towards better evaluation of instance segmentation—0
DeepPyramid: Enabling Pyramid View and Deformable Pyramid Reception for Semantic Segmentation in Cataract Surgery VideosCode0
Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable FiltersCode2
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction—0
PVO: Panoptic Visual OdometryCode2
Slice-by-slice deep learning aided oropharyngeal cancer segmentation with adaptive thresholding for spatial uncertainty on FDG PET and CT images—0
Real Time Egocentric Segmentation for Video-self Avatar in Mixed Reality—0
Segmentation Guided Deep HDR Deghosting—0
Open-world Semantic Segmentation for LIDAR Point CloudsCode1
CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning—0
Efficient Lung Cancer Image Classification and Segmentation Algorithm Based on Improved Swin Transformer—0
WaferSegClassNet -- A Light-weight Network for Classification and Segmentation of Semiconductor Wafer DefectsCode1
Trichomonas Vaginalis Segmentation in Microscope ImagesCode0
Towards Robust Video Object Segmentation with Adaptive Object CalibrationCode1
Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation—0
Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image SegmentationCode1
Unsupervised Symbolic Music Segmentation using Ensemble Temporal Prediction Errors—0
Learning to segment prostate cancer by aggressiveness from scribbles in bi-parametric MRI—0
Beyond Characters: Subword-level Morpheme Segmentation—0
Word-level Morpheme segmentation using Transformer neural network—0
SIGMORPHON 2022 Shared Task on Morpheme Segmentation Submission Description: Sequence Labelling for Word-Level Morpheme Segmentation—0
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection GenerationCode0
Online Reflective Learning for Robust Medical Image Segmentation—0
Learning to segment from object sizes—0
SD-LayerNet: Semi-supervised retinal layer segmentation in OCT using disentangled representation with anatomical priorsCode0
LaserMix for Semi-Supervised LiDAR Semantic SegmentationCode2
Implicit U-Net for volumetric medical image segmentation—0
Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-Contrast CT ScansCode1
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration—0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
Timestamp-Supervised Action Segmentation with Graph Convolutional Networks—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