SOTAVerified

Semantic Segmentation

Papers

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Showing 2351–2400 of 14763 papers

TitleStatusHype
MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based DecodersCode1
VRBiom: A New Periocular Dataset for Biometric Applications of HMD—0
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual PromptsCode2
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature UpsamplingCode0
FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation CompletenessCode0
Multi-Grained Contrast for Data-Efficient Unsupervised Representation LearningCode1
Robot Instance Segmentation with Few Annotations for GraspingCode0
Label-free Neural Semantic Image Synthesis—0
PanopticRecon: Leverage Open-vocabulary Instance Segmentation for Zero-shot Panoptic Reconstruction—0
Object Segmentation from Open-Vocabulary Manipulation Instructions Based on Optimal Transport Polygon Matching with Multimodal Foundation Models—0
Addressing a fundamental limitation in deep vision models: lack of spatial attentionCode0
xLSTM-UNet can be an Effective 2D & 3D Medical Image Segmentation Backbone with Vision-LSTM (ViL) better than its Mamba CounterpartCode3
Domain Influence in MRI Medical Image Segmentation: spatial versus k-space inputsCode0
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving ScenesCode1
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image AnalysisCode0
pFLFE: Cross-silo Personalized Federated Learning via Feature Enhancement on Medical Image Segmentation—0
SolarSAM: Building-scale Photovoltaic Potential Assessment Based on Segment Anything Model (SAM) and Remote Sensing for Emerging CityCode0
Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review—0
Precision matters: Precision-aware ensemble for weakly supervised semantic segmentationCode0
PM-VIS+: High-Performance Video Instance Segmentation without Video AnnotationCode0
Segment Anything without SupervisionCode3
Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography WarpingCode1
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image SegmentationCode0
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation—0
Robustness Testing of Black-Box Models Against CT Degradation Through Test-Time Augmentation—0
ProtoGMM: Multi-prototype Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation—0
Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for Semantic Segmentation—0
SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text CuesCode1
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO—0
RobU-Net: a heuristic robust multi-class brain tumor segmentation approaches for MRI scans—0
CoDA: Interactive Segmentation and Morphological Analysis of Dendroid Structures Exemplified on Stony Cold-Water CoralsCode0
The Surprising Effectiveness of Multimodal Large Language Models for Video Moment RetrievalCode2
3D Feature Distillation with Object-Centric Priors—0
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual SegmentationCode0
EFCNet: Every Feature Counts for Small Medical Object Segmentation—0
Improving EO Foundation Models with Confidence Assessment for enhanced Semantic segmentationCode0
View-Invariant Pixelwise Anomaly Detection in Multi-object Scenes with Adaptive View Synthesis—0
Few-Shot Medical Image Segmentation with High-Fidelity PrototypesCode1
Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse ProcessCode2
Optimization of Autonomous Driving Image Detection Based on RFAConv and Triplet Attention—0
Semi-supervised classification of dental conditions in panoramic radiographs using large language model and instance segmentation: A real-world dataset evaluation—0
Point-SAM: Promptable 3D Segmentation Model for Point CloudsCode3
Automatically Adaptive Conformal Risk ControlCode0
Domain Adaptation of Echocardiography Segmentation Via Reinforcement LearningCode1
Mask-Guided Attention U-Net for Enhanced Neonatal Brain Extraction and Image PreprocessingCode0
Pseudo Labelling for Enhanced Masked Autoencoders—0
Pamba: Enhancing Global Interaction in Point Clouds via State Space Model—0
Investigating Self-Supervised Methods for Label-Efficient Learning—0
XAMI -- A Benchmark Dataset for Artefact Detection in XMM-Newton Optical ImagesCode0
Video Inpainting Localization with Contrastive LearningCode1
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

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