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Semantic Segmentation

Papers

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Showing 6151–6200 of 14763 papers

TitleStatusHype
Enhanced Soft Label for Semi-Supervised Semantic Segmentation—0
3D Instance Segmentation via Enhanced Spatial and Semantic Supervision—0
Exploring the Sim2Real Gap Using Digital Twins—0
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans—0
HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation—0
Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance SegmentationCode1
Automated Knowledge Distillation via Monte Carlo Tree SearchCode0
Atmospheric Transmission and Thermal Inertia Induced Blind Road Segmentation with a Large-Scale Dataset TBRSDCode0
Foreground-Background Separation through Concept Distillation from Generative Image Foundation ModelsCode1
LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer NormalizationCode1
Efficient LiDAR Point Cloud Oversegmentation NetworkCode0
AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts—0
CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic SegmentationCode1
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak SupervisionCode1
ProtoTransfer: Cross-Modal Prototype Transfer for Point Cloud Segmentation—0
Zero-Shot Point Cloud Segmentation by Semantic-Visual Aware SynthesisCode1
XNet: Wavelet-Based Low and High Frequency Fusion Networks for Fully- and Semi-Supervised Semantic Segmentation of Biomedical ImagesCode2
Re:PolyWorld - A Graph Neural Network for Polygonal Scene Parsing—0
Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's-Eye ViewCode1
MasQCLIP for Open-Vocabulary Universal Image SegmentationCode1
PointDC: Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-Modal Distillation and Super-Voxel ClusteringCode1
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency—0
Video Object Segmentation-aware Video Frame InterpolationCode1
MUVA: A New Large-Scale Benchmark for Multi-View Amodal Instance Segmentation in the Shopping Scenario—0
Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups—0
Video State-Changing Object SegmentationCode0
PODA: Prompt-driven Zero-shot Domain AdaptationCode1
Multi-view Spectral Polarization Propagation for Video Glass Segmentation—0
Masked Autoencoders Are Stronger Knowledge Distillers—0
Robust Referring Video Object Segmentation with Cyclic Structural Consensus—0
Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning—0
Preparing the Future for Continual Semantic Segmentation—0
Query Refinement Transformer for 3D Instance Segmentation—0
Multi-Task Learning with Knowledge Distillation for Dense Prediction—0
SegGPT: Towards Segmenting Everything in Context—0
Treating Pseudo-labels Generation as Image Matting for Weakly Supervised Semantic Segmentation—0
Semantic Information in Contrastive LearningCode0
WaterMask: Instance Segmentation for Underwater ImageryCode1
Segment Every Reference Object in Spatial and Temporal Spaces—0
Uni-3D: A Universal Model for Panoptic 3D Scene ReconstructionCode1
TopoSeg: Topology-Aware Nuclear Instance SegmentationCode0
Graphics2RAW: Mapping Computer Graphics Images to Sensor RAW Images—0
CauSSL: Causality-inspired Semi-supervised Learning for Medical Image SegmentationCode1
Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation—0
Exploring Open-Vocabulary Semantic Segmentation from CLIP Vision Encoder Distillation OnlyCode0
Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class—0
Efficient Mask Correction for Click-Based Interactive Image SegmentationCode1
Change-Aware Sampling and Contrastive Learning for Satellite ImagesCode1
Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation—0
Boundary-Enhanced Co-Training for Weakly Supervised Semantic SegmentationCode1
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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