SOTAVerified

Semantic Segmentation

Papers

Showing 26512675 of 14763 papers

TitleStatusHype
A Semantic Change Detection Network Based on Boundary Detection and Task Interaction for High-Resolution Remote Sensing ImagesCode1
Hyperbolic Active Learning for Semantic Segmentation under Domain ShiftCode1
Hyperbolic Image SegmentationCode1
Hyper-Convolution Networks for Biomedical Image SegmentationCode1
Adversarial Policy Gradient for Deep Learning Image AugmentationCode1
Contour Proposal Networks for Biomedical Instance SegmentationCode1
D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic SegmentationCode1
DoubleU-Net: A Deep Convolutional Neural Network for Medical Image SegmentationCode1
DPT: Deformable Patch-based Transformer for Visual RecognitionCode1
Combining Visual and Textual Features for Semantic Segmentation of Historical NewspapersCode1
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image SegmentationCode1
Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic ImagesCode1
DOMINO: Domain-aware Model Calibration in Medical Image SegmentationCode1
DoNet: Deep De-overlapping Network for Cytology Instance SegmentationCode1
Image Manipulation Detection by Multi-View Multi-Scale SupervisionCode1
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance SegmentationCode1
Domain generalization of 3D semantic segmentation in autonomous drivingCode1
Adversarial Segmentation Loss for Sketch ColorizationCode1
Image Segmentation Using Deep Learning: A SurveyCode1
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image SegmentationCode1
Accurate Fine-Grained Segmentation of Human Anatomy in Radiographs via Volumetric Pseudo-LabelingCode1
Impact of PolSAR pre-processing and balancing methods on complex-valued neural networks segmentation tasksCode1
Implicit Anatomical Rendering for Medical Image Segmentation with Stochastic ExpertsCode1
Implicit Feature Refinement for Instance SegmentationCode1
Domain-Rectifying Adapter for Cross-Domain Few-Shot SegmentationCode1
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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
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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