SOTAVerified

Semantic Segmentation

Papers

Showing 1445114500 of 14763 papers

TitleStatusHype
High-fidelity Pseudo-labels for Boosting Weakly-Supervised SegmentationCode0
Joint Representation Learning for Text and 3D Point CloudCode0
A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight ComputersCode0
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR imagesCode0
Curriculum Domain Adaptation for Semantic Segmentation of Urban ScenesCode0
4D-CS: Exploiting Cluster Prior for 4D Spatio-Temporal LiDAR Semantic SegmentationCode0
LSMVOS: Long-Short-Term Similarity Matching for Video ObjectCode0
3D-SIS: 3D Semantic Instance Segmentation of RGB-D ScansCode0
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered EnvironmentCode0
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image SegmentationCode0
An EM Framework for Online Incremental Learning of Semantic SegmentationCode0
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMsCode0
3D shape sensing and deep learning-based segmentation of strawberriesCode0
Cumulative Assessment for Urban 3D ModelingCode0
CTS: A Consistency-Based Medical Image Segmentation ModelCode0
An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutionsCode0
Bidirectional Multi-scale Attention Networks for Semantic Segmentation of Oblique UAV ImageryCode0
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical SegmentationCode0
An efficient iterative thresholding method for image segmentationCode0
Masked Collaborative Contrast for Weakly Supervised Semantic SegmentationCode0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
Learn to Segment Retinal Lesions and BeyondCode0
"Just Drive": Colour Bias Mitigation for Semantic Segmentation in the Context of Urban DrivingCode0
CSA-Net: Channel-wise Spatially Autocorrelated Attention NetworksCode0
LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing ImagesCode0
CRVOS: Clue Refining Network for Video Object SegmentationCode0
LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic SegmentationCode0
High-Throughput Phenotyping using Computer Vision and Machine LearningCode0
Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement LearningCode0
Hi-gMISnet: generalized medical image segmentation using DWT based multilayer fusion and dual mode attention into high resolution pGANCode0
Cross-view Semantic Segmentation for Sensing SurroundingsCode0
BiCANet: Bi-directional Contextual Aggregating Network for Image Semantic SegmentationCode0
Cross-stitch Networks for Multi-task LearningCode0
Cross-Species Data Integration for Enhanced Layer Segmentation in Kidney PathologyCode0
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion ModelsCode0
AdaShare: Learning What To Share For Efficient Deep Multi-Task LearningCode0
Cross-Shape Attention for Part Segmentation of 3D Point CloudsCode0
Cross-Model Transferability of Adversarial Patches in Real-time Segmentation for Autonomous DrivingCode0
Cross-modal tumor segmentation using generative blending augmentation and self trainingCode0
HistoNet: Predicting size histograms of object instancesCode0
Historical Document Image Segmentation with LDA-Initialized Deep Neural NetworksCode0
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep NetworksCode0
LeMoRe: Learn More Details for Lightweight Semantic SegmentationCode0
HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide ImagesCode0
Cross-modal State Space Modeling for Real-time RGB-thermal Wild Scene Semantic SegmentationCode0
Cross-Modal Self-Supervised Learning with Effective Contrastive Units for LiDAR Point CloudsCode0
HisynSeg: Weakly-Supervised Histopathological Image Segmentation via Image-Mixing Synthesis and Consistency RegularizationCode0
KDMOS:Knowledge Distillation for Motion SegmentationCode0
Beyond Deterministic Translation for Unsupervised Domain AdaptationCode0
A General Pipeline for Glomerulus Whole-Slide Image SegmentationCode0
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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