SOTAVerified

Semantic Segmentation

Papers

Showing 66016650 of 14763 papers

TitleStatusHype
Interactive Learning for Semantic Segmentation in Earth ObservationCode0
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT SegmentationCode0
Cascaded Sparse Feature Propagation Network for Interactive SegmentationCode0
An Intelligent Remote Sensing Image Quality Inspection SystemCode0
Interactive Image Segmentation with Cross-Modality Vision TransformersCode0
Integral Object Mining via Online Attention AccumulationCode0
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-PriorsCode0
InstructSeq: Unifying Vision Tasks with Instruction-conditioned Multi-modal Sequence GenerationCode0
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
DopUS-Net: Quality-Aware Robotic Ultrasound Imaging based on Doppler SignalCode0
Integrating Extra Modality Helps Segmentor Find Camouflaged Objects WellCode0
Instance Segmentation of Microscopic ForaminiferaCode0
Do Neural Networks for Segmentation Understand Insideness?Code0
Box Supervised Video Segmentation Proposal NetworkCode0
Adaptive ROI Generation for Video Object Segmentation Using Reinforcement LearningCode0
Instance Segmentation of Biological Images Using Harmonic EmbeddingsCode0
BoxSeg: Quality-Aware and Peer-Assisted Learning for Box-supervised Instance SegmentationCode0
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-SegmentCode0
Instance Segmentation by Deep ColoringCode0
Adaptive Region Selection for Active Learning in Whole Slide Image Semantic SegmentationCode0
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputsCode0
Datacube segmentation via Deep Spectral ClusteringCode0
Instance Segmentation as Image Segmentation AnnotationCode0
Box for Mask and Mask for Box: weak losses for multi-task partially supervised learningCode0
Domain Generalization with Fourier Transform and Soft ThresholdingCode0
Instance-level quantitative saliency in multiple sclerosis lesion segmentationCode0
Domain Generalization via Model-Agnostic Learning of Semantic FeaturesCode0
Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic SegmentationCode0
Domain Generalization through Attenuation of Domain-Specific InformationCode0
Rethinking LiDAR Domain Generalization: Single Source as Multiple Density DomainsCode0
Instance-level Few-shot Learning with Class Hierarchy MiningCode0
Supervised and unsupervised segmentation using superpixels, model estimation, and Graph Cut.Code0
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
Instance-aware Image-to-Image TranslationCode0
Domain and Task-Focused Example Selection for Data-Efficient Contrastive Medical Image SegmentationCode0
Instance-aware Semantic Segmentation via Multi-task Network CascadesCode0
InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-PastingCode0
InstaGAN: Instance-aware Image-to-Image TranslationCode0
Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image SegmentationCode0
Adaptive Pyramid Context Network for Semantic SegmentationCode0
InsMix: Towards Realistic Generative Data Augmentation for Nuclei Instance SegmentationCode0
Domain Adaptive Sim-to-Real Segmentation of Oropharyngeal OrgansCode0
Input Invex Neural NetworkCode0
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency RegularizationCode0
4D Generic Video Object ProposalsCode0
Adaptive Prototype Replay for Class Incremental Semantic SegmentationCode0
In-Place Activated BatchNorm for Memory-Optimized Training of DNNsCode0
Informative Data Mining for One-Shot Cross-Domain Semantic SegmentationCode0
Information-Theoretic Segmentation by Inpainting Error MaximizationCode0
InfraParis: A multi-modal and multi-task autonomous driving datasetCode0
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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