SOTAVerified

Segmentation

Papers

Showing 14011450 of 13072 papers

TitleStatusHype
You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene UnderstandingCode1
IFSeg: Image-free Semantic Segmentation via Vision-Language ModelCode1
DoNet: Deep De-overlapping Network for Cytology Instance SegmentationCode1
MultiTalent: A Multi-Dataset Approach to Medical Image SegmentationCode1
Ensemble-based Blackbox Attacks on Dense PredictionCode1
A Registration- and Uncertainty-based Framework for White Matter Tract Segmentation With Only One Annotated SubjectCode1
2D Floor Plan Segmentation Based on Down-samplingCode1
Few Shot Medical Image Segmentation with Cross Attention TransformerCode1
Inherent Consistent Learning for Accurate Semi-supervised Medical Image SegmentationCode1
Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive SegmentationCode1
Position-Guided Point Cloud Panoptic Segmentation TransformerCode1
Zero-guidance Segmentation Using Zero Segment LabelsCode1
CrOC: Cross-View Online Clustering for Dense Visual Representation LearningCode1
Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based ApproachCode1
Tube-Link: A Flexible Cross Tube Framework for Universal Video SegmentationCode1
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain GeneralizationCode1
Focused and Collaborative Feedback Integration for Interactive Image SegmentationCode1
Texture Learning Domain Randomization for Domain Generalized SegmentationCode1
BoxSnake: Polygonal Instance Segmentation with Box SupervisionCode1
Influencer Backdoor Attack on Semantic SegmentationCode1
Two-shot Video Object SegmentationCode1
Novel Class Discovery for 3D Point Cloud Semantic SegmentationCode1
Learning Context-aware Classifier for Semantic SegmentationCode1
Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic SegmentationCode1
Neural Implicit Vision-Language Feature FieldsCode1
Diff-UNet: A Diffusion Embedded Network for Volumetric SegmentationCode1
Prototype Knowledge Distillation for Medical Segmentation with Missing ModalityCode1
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and SegmentationCode1
MATIS: Masked-Attention Transformers for Surgical Instrument SegmentationCode1
Global Knowledge Calibration for Fast Open-Vocabulary SegmentationCode1
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-LabelingCode1
MSeg3D: Multi-modal 3D Semantic Segmentation for Autonomous DrivingCode1
Stochastic Segmentation with Conditional Categorical Diffusion ModelsCode1
Lung Nodule Segmentation and Uncertain Region Prediction with an Uncertainty-Aware Attention MechanismCode1
DynaMask: Dynamic Mask Selection for Instance SegmentationCode1
SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance SegmentationCode1
TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution TestingCode1
SCPNet: Semantic Scene Completion on Point CloudCode1
MP-Former: Mask-Piloted Transformer for Image SegmentationCode1
Efficient Semantic Segmentation by Altering Resolutions for Compressed VideosCode1
Exploring Cycle Consistency Learning in Interactive Volume SegmentationCode1
CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and CountingCode1
Importance of Aligning Training Strategy with Evaluation for Diffusion Models in 3D Multiclass SegmentationCode1
M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing ModalitiesCode1
Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud SegmentationCode1
ElC-OIS: Ellipsoidal Clustering for Open-World Instance Segmentation on LiDAR DataCode1
F2BEV: Bird's Eye View Generation from Surround-View Fisheye Camera Images for Automated DrivingCode1
Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion AwarenessCode1
Transmission-Guided Bayesian Generative Model for Smoke SegmentationCode1
ConTEXTual Net: A Multimodal Vision-Language Model for Segmentation of PneumothoraxCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified