SOTAVerified

Semantic Segmentation

Papers

Showing 23512400 of 14763 papers

TitleStatusHype
Boundary-Aware Network for Kidney ParsingCode1
Boundary-Aware Network for Abdominal Multi-Organ SegmentationCode1
Label Propagation for 3D Carotid Vessel Wall Segmentation and Atherosclerosis DiagnosisCode1
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic SegmentationCode1
Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud UnderstandingCode1
Refine and Represent: Region-to-Object Representation LearningCode1
Unbiased Multi-Modality Guidance for Image InpaintingCode1
Q-Net: Query-Informed Few-Shot Medical Image SegmentationCode1
Semi-supervised Semantic Segmentation with Mutual Knowledge DistillationCode1
Applying Eigencontours to PolarMask-Based Instance SegmentationCode1
Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic SegmentationCode1
Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic SegmentationCode1
SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-MaximizationCode1
InstanceFormer: An Online Video Instance Segmentation FrameworkCode1
Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic SegmentationCode1
Persuasion Strategies in AdvertisementsCode1
Net2Brain: A Toolbox to compare artificial vision models with human brain responsesCode1
Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical StructuresCode1
Unifying Visual Perception by Dispersible Points LearningCode1
Open-Vocabulary Universal Image Segmentation with MaskCLIPCode1
Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance SegmentationCode1
DeepSportradar-v1: Computer Vision Dataset for Sports Understanding with High Quality AnnotationsCode1
FCN-Transformer Feature Fusion for Polyp SegmentationCode1
TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual EnvironmentsCode1
Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memoryCode1
Triple-View Feature Learning for Medical Image SegmentationCode1
When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic SegmentationCode1
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic SegmentationCode1
MILAN: Masked Image Pretraining on Language Assisted RepresentationCode1
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge DistillationCode1
MixSKD: Self-Knowledge Distillation from Mixup for Image RecognitionCode1
Semantic Self-adaptation: Enhancing Generalization with a Single SampleCode1
Semantic Segmentation-Assisted Instance Feature Fusion for Multi-Level 3D Part Instance SegmentationCode1
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised SegmentationCode1
Extrinsic Camera Calibration with Semantic SegmentationCode1
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image RestorationCode1
Fine-Grained Egocentric Hand-Object Segmentation: Dataset, Model, and ApplicationsCode1
Instance As Identity: A Generic Online Paradigm for Video Instance SegmentationCode1
Relict landslide detection using Deep-Learning architectures for image segmentation in rainforest areas: A new frameworkCode1
Per-Clip Video Object SegmentationCode1
SSformer: A Lightweight Transformer for Semantic SegmentationCode1
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image SegmentationCode1
PVBM: A Python Vasculature Biomarker Toolbox Based On Retinal Blood Vessel SegmentationCode1
Doubly Deformable Aggregation of Covariance Matrices for Few-shot SegmentationCode1
Class-Difficulty Based Methods for Long-Tailed Visual RecognitionCode1
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image SegmentationCode1
Visual Recognition by RequestCode1
ClaSP -- Parameter-free Time Series SegmentationCode1
Video Mask Transfiner for High-Quality Video Instance SegmentationCode1
TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation ModelCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified