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Semantic Segmentation

Papers

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Showing 501–550 of 14763 papers

TitleStatusHype
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite ImageryCode2
Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms—0
Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates—0
Scene-Centric Unsupervised Panoptic SegmentationCode2
Multimodal Point Cloud Semantic Segmentation With Virtual Point Enhancement—0
Robust Unsupervised Domain Adaptation for 3D Point Cloud Segmentation Under Source Adversarial Attacks—0
Beyond Nearest Neighbor Interpolation in Data Augmentation—0
v-CLR: View-Consistent Learning for Open-World Instance SegmentationCode1
Overlap-Aware Feature Learning for Robust Unsupervised Domain Adaptation for 3D Semantic Segmentation—0
STPNet: Scale-aware Text Prompt Network for Medical Image SegmentationCode1
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation—0
Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology—0
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions—0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists—0
Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image SegmentationCode1
CamoSAM2: Motion-Appearance Induced Auto-Refining Prompts for Video Camouflaged Object Detection—0
Zero-Shot 4D Lidar Panoptic Segmentation—0
Deconver: A Deconvolutional Network for Medical Image SegmentationCode0
4th PVUW MeViS 3rd Place Report: Sa2VACode5
RipVIS: Rip Currents Video Instance Segmentation Benchmark for Beach Monitoring and Safety—0
FSSUWNet: Mitigating the Fragility of Pre-trained Models with Feature Enhancement for Few-Shot Semantic Segmentation in Underwater ImagesCode0
CellVTA: Enhancing Vision Foundation Models for Accurate Cell Segmentation and ClassificationCode1
Semantic Packet Aggregation and Repeated Transmission for Text-to-Image Generation—0
CrossFormer: Cross-Segment Semantic Fusion for Document Segmentation—0
Pre-training with 3D Synthetic Data: Learning 3D Point Cloud Instance Segmentation from 3D Synthetic Scenes—0
Adapting Vision Foundation Models for Real-time Ultrasound Image Segmentation—0
Local Information Matters: Inference Acceleration For Grounded Conversation Generation Models Through Adaptive Local-Aware Token Pruning—0
Self-Supervised Pretraining for Aerial Road Extraction—0
Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation—0
WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation—0
Spectral-Adaptive Modulation Networks for Visual PerceptionCode1
Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks—0
Evolutionary Prompt Optimization Discovers Emergent Multimodal Reasoning Strategies in Vision-Language Models—0
Improving underwater semantic segmentation with underwater image quality attention and muti-scale aggregation attentionCode0
Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation—0
BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image SegmentationCode1
CADFormer: Fine-Grained Cross-modal Alignment and Decoding Transformer for Referring Remote Sensing Image Segmentation—0
ReferDINO-Plus: 2nd Solution for 4th PVUW MeViS Challenge at CVPR 2025Code0
BoundMatch: Boundary detection applied to semi-supervised segmentation for urban-driving scenes—0
ZS-VCOS: Zero-Shot Outperforms Supervised Video Camouflaged Object Segmentation with Zero-Shot MethodCode0
Open-Vocabulary Semantic Segmentation with Uncertainty Alignment for Robotic Scene Understanding in Indoor Building Environments—0
A Novel Distance-Based Metric for Quality Assessment in Image Segmentation—0
Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound ScenesCode1
Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation—0
A Deep Learning Framework for Boundary-Aware Semantic Segmentation—0
Zero-shot Domain Generalization of Foundational Models for 3D Medical Image Segmentation: An Experimental Study—0
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image SegmentationCode0
Semantic segmentation for building houses from wooden cubes—0
The Marine Debris Forward-Looking Sonar Datasets—0
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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