SOTAVerified

Segmentation

Papers

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Showing 5951–6000 of 13072 papers

TitleStatusHype
Uncertainty-aware Panoptic SegmentationCode1
vMFNet: Compositionality Meets Domain-generalised SegmentationCode1
MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised SegmentationCode1
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary—0
LViT: Language meets Vision Transformer in Medical Image SegmentationCode2
BATFormer: Towards Boundary-Aware Lightweight Transformer for Efficient Medical Image SegmentationCode1
Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-ViewCode0
High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled ConditionsCode2
GAN-based Super-Resolution and Segmentation of Retinal Layers in Optical coherence tomography Scans—0
Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation—0
Omni-Seg: A Scale-aware Dynamic Network for Renal Pathological Image SegmentationCode1
Multi-scale Network with Attentional Multi-resolution Fusion for Point Cloud Semantic Segmentation—0
RankSEG: A Consistent Ranking-based Framework for SegmentationCode1
Distributional Gaussian Processes Layers for Out-of-Distribution Detection—0
Learn Fast, Segment Well: Fast Object Segmentation Learning on the iCub RobotCode1
Learning with Weak Annotations for Robust Maritime Obstacle DetectionCode1
Explicitly incorporating spatial information to recurrent networks for agricultureCode1
PST: Plant segmentation transformer for 3D point clouds of rapeseed plants at the podding stage—0
CV 3315 Is All You Need : Semantic Segmentation CompetitionCode1
The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation—0
MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation—0
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network—0
Superadditivity and Convex Optimization for Globally Optimal Cell Segmentation using Deformable Shape ModelsCode0
Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You NeedCode1
LidarMultiNet: Unifying LiDAR Semantic Segmentation, 3D Object Detection, and Panoptic Segmentation in a Single Multi-task Network—0
Evidence fusion with contextual discounting for multi-modality medical image segmentationCode1
Efficient fine-grained road segmentation using superpixel-based CNN and CRF models—0
Parallel Pre-trained Transformers (PPT) for Synthetic Data-based Instance Segmentation—0
DP-Parse: Finding Word Boundaries from Raw Speech with an Instance Lexicon—0
Automated GI tract segmentation using deep learningCode0
CNN-based fully automatic wrist cartilage volume quantification in MR Image—0
Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive LearningCode1
Rethinking Unsupervised Neural Superpixel Segmentation—0
Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth—0
Toward Unpaired Multi-modal Medical Image Segmentation via Learning Structured Semantic Consistency—0
Using the Polar Transform for Efficient Deep Learning-Based Aorta Segmentation in CTA ImagesCode1
LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation—0
Position-prior Clustering-based Self-attention Module for Knee Cartilage SegmentationCode1
LargeKernel3D: Scaling up Kernels in 3D Sparse CNNsCode2
Broken News: Making Newspapers Accessible to Print-Impaired—0
CS^2: A Controllable and Simultaneous Synthesizer of Images and Annotations with Minimal Human InterventionCode0
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation—0
Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers—0
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic SegmentationCode0
Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation—0
Global Context Vision TransformersCode2
5th Place Solution for YouTube-VOS Challenge 2022: Video Object Segmentation—0
TBraTS: Trusted Brain Tumor SegmentationCode1
Deep Compatible Learning for Partially-Supervised Medical Image Segmentation—0
Free-form Lesion Synthesis Using a Partial Convolution Generative Adversarial Network for Enhanced Deep Learning Liver Tumor 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