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Semantic Segmentation

Papers

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Showing 12251–12300 of 14763 papers

TitleStatusHype
SqueezeNAS: Fast neural architecture search for faster semantic segmentationCode0
SqueezeSeg: Convolutional Neural Nets with Recurrent CRF for Real-Time Road-Object Segmentation from 3D LiDAR Point CloudCode0
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic SegmentationCode0
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point CloudCode0
SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain AdaptationCode0
Spatiotemporal CNN for Video Object SegmentationCode0
SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image SegmentationCode0
SRRM: Semantic Region Relation Model for Indoor Scene RecognitionCode0
SRSNetwork: Siamese Reconstruction-Segmentation Networks based on Dynamic-Parameter ConvolutionCode0
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain ShiftCode0
Multi-scale Cascaded Large-Model for Whole-body ROI SegmentationCode0
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-AggregationCode0
Spatial Transformer for 3D Point CloudsCode0
Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal PathologyCode0
SSAP: Single-Shot Instance Segmentation With Affinity PyramidCode0
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency RelearningCode0
Spatially Constrained GAN for Face and Fashion SynthesisCode0
Red-Teaming Segment Anything ModelCode0
RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic SegmentationCode0
Scaling Open-Vocabulary Image Segmentation with Image-Level LabelsCode0
Spatially-Adaptive Filter Units for Deep Neural NetworksCode0
Spatially-Adaptive Filter Units for Compact and Efficient Deep Neural NetworksCode0
SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image SegmentationCode0
SSHNN: Semi-Supervised Hybrid NAS Network for Echocardiographic Image SegmentationCode0
Spatially Adaptive Computation Time for Residual NetworksCode0
SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image SegmentationCode0
Test-time Training for Data-efficient UCDRCode0
Spatial Information Inference Net: Road Extraction Using Road-Specific Contextual InformationCode0
RecursiveMix: Mixed Learning with HistoryCode0
Recursively Refined R-CNN: Instance Segmentation with Self-RoI RebalancingCode0
Spatial-information Guided Adaptive Context-aware Network for Efficient RGB-D Semantic SegmentationCode0
SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging SegmentationCode0
Open-Set 3D Semantic Instance Maps for Vision Language Navigation -- O3D-SIMCode0
Spatial Entropy as an Inductive Bias for Vision TransformersCode0
SPARS: Self-Play Adversarial Reinforcement Learning for Segmentation of Liver TumoursCode0
SparseMamba-PCL: Scribble-Supervised Medical Image Segmentation via SAM-Guided Progressive Collaborative LearningCode0
Stable Mean Teacher for Semi-supervised Video Action DetectionCode0
Spark in the Dark: Evaluating Encoder-Decoder Pairs for COVID-19 CT's Semantic SegmentationCode0
T-UDA: Temporal Unsupervised Domain Adaptation in Sequential Point CloudsCode0
Spannotation: Enhancing Semantic Segmentation for Autonomous Navigation with Efficient Image AnnotationCode0
Stacked U-Nets: A No-Frills Approach to Natural Image SegmentationCode0
Recurrent Slice Networks for 3D Segmentation of Point CloudsCode0
Memorizing SAM: 3D Medical Segment Anything Model with Memorizing TransformerCode0
Data Efficient Stagewise Knowledge DistillationCode0
Video Instance Segmentation in an Open-WorldCode0
SpaceSeg: A High-Precision Intelligent Perception Segmentation Method for Multi-Spacecraft On-Orbit TargetsCode0
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image SegmentationCode0
SortedAP: Rethinking evaluation metrics for instance segmentationCode0
Recurrent Scene Parsing with Perspective Understanding in the LoopCode0
SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic SegmentationCode0
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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