SOTAVerified

Semantic Segmentation

Papers

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Showing 101–150 of 14763 papers

TitleStatusHype
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration—0
MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models—0
ALBERT: Advanced Localization and Bidirectional Encoder Representations from Transformers for Automotive Damage Evaluation—0
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models—0
Semantic Localization Guiding Segment Anything Model For Reference Remote Sensing Image Segmentation—0
FARCLUSS: Fuzzy Adaptive Rebalancing and Contrastive Uncertainty Learning for Semi-Supervised Semantic SegmentationCode0
Deep Semantic Segmentation for Multi-Source Localization Using Angle of Arrival Measurements—0
The Four Color Theorem for Cell Instance SegmentationCode1
SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image SegmentationCode0
Enhancing Human-Robot Collaboration: A Sim2Real Domain Adaptation Algorithm for Point Cloud Segmentation in Industrial Environments—0
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic SegmentationCode1
Accurate and efficient zero-shot 6D pose estimation with frozen foundation models—0
ELBO-T2IAlign: A Generic ELBO-Based Method for Calibrating Pixel-level Text-Image Alignment in Diffusion Models—0
Urban1960SatSeg: Unsupervised Semantic Segmentation of Mid-20^th century Urban Landscapes with Satellite ImageriesCode2
ContextLoss: Context Information for Topology-Preserving Segmentation—0
Segment This Thing: Foveated Tokenization for Efficient Point-Prompted SegmentationCode2
ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network—0
DCD: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber View—0
Segment Concealed Objects with Incomplete Supervision—0
ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction—0
SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging SegmentationCode0
RS-MTDF: Multi-Teacher Distillation and Fusion for Remote Sensing Semi-Supervised Semantic SegmentationCode1
Segment Any Architectural Facades (SAAF):An automatic segmentation model for building facades, walls and windows based on multimodal semantics guidance—0
C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image SegmentationCode1
F2Net: A Frequency-Fused Network for Ultra-High Resolution Remote Sensing Segmentation—0
SAM2Auto: Auto Annotation Using FLASH—0
Trend-Aware Fashion Recommendation with Visual Segmentation and Semantic SimilarityCode0
LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point CloudsCode1
Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation—0
Text-guided multi-stage cross-perception network for medical image segmentation—0
OpenSplat3D: Open-Vocabulary 3D Instance Segmentation using Gaussian Splatting—0
PIG: Physically-based Multi-Material Interaction with 3D Gaussians—0
IGraSS: Learning to Identify Infrastructure Networks from Satellite Imagery by Iterative Graph-constrained Semantic Segmentation—0
A System for Accurate Tracking and Video Recordings of Rodent Eye Movements using Convolutional Neural Networks for Biomedical Image Segmentation—0
Multiple Object Stitching for Unsupervised Representation LearningCode1
Active Contour Models Driven by Hyperbolic Mean Curvature Flow for Image Segmentation—0
Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object SegmentationCode0
THU-Warwick Submission for EPIC-KITCHEN Challenge 2025: Semi-Supervised Video Object Segmentation—0
You Only Estimate Once: Unified, One-stage, Real-Time Category-level Articulated Object 6D Pose Estimation for Robotic Grasping—0
NeurNCD: Novel Class Discovery via Implicit Neural Representation—0
GS4: Generalizable Sparse Splatting Semantic SLAM—0
U-NetMN and SegNetMN: Modified U-Net and SegNet models for bimodal SAR image segmentation—0
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling—0
Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and VideosCode2
Refer to Anything with Vision-Language Prompts—0
Bringing SAM to new heights: Leveraging elevation data for tree crown segmentation from drone imagery—0
SAM-aware Test-time Adaptation for Universal Medical Image SegmentationCode0
Point Cloud Segmentation of Agricultural Vehicles using 3D Gaussian Splatting—0
VideoMolmo: Spatio-Temporal Grounding Meets PointingCode2
OpenMaskDINO3D : Reasoning 3D Segmentation via Large Language ModelCode1
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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