SOTAVerified

Semantic Segmentation

Papers

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Showing 1851–1900 of 14763 papers

TitleStatusHype
SX-Stitch: An Efficient VMS-UNet Based Framework for Intraoperative Scoliosis X-Ray Image Stitching—0
LSVOS Challenge Report: Large-scale Complex and Long Video Object Segmentation—0
ICPR 2024 Competition on Safe Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather Conditions—0
Efficient Classification of Histopathology Images—0
Deep Self-Cleansing for Medical Image Segmentation with Noisy Labels—0
RCBEVDet++: Toward High-accuracy Radar-Camera Fusion 3D Perception Network—0
Exploring Fungal Morphology Simulation and Dynamic Light Containment from a Graphics Generation Perspective—0
PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image SegmentationCode1
SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidanceCode1
Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum SynthesisCode0
Cross-Organ Domain Adaptive Neural Network for Pancreatic Endoscopic Ultrasound Image Segmentation—0
Boundary feature fusion network for tooth image segmentation—0
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain AdaptationCode1
PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease SegmentationCode2
Advancing SEM Based Nano-Scale Defect Analysis in Semiconductor Manufacturing for Advanced IC Nodes—0
RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuningCode2
CISCA and CytoDArk0: a Cell Instance Segmentation and Classification method for histo(patho)logical image Analyses and a new, open, Nissl-stained dataset for brain cytoarchitecture studiesCode1
WaterMAS: Sharpness-Aware Maximization for Neural Network Watermarking—0
TG-LMM: Enhancing Medical Image Segmentation Accuracy through Text-Guided Large Multi-Modal Model—0
Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image SegmentationCode0
Automatic occlusion removal from 3D maps for maritime situational awareness—0
Foundation Model or Finetune? Evaluation of few-shot semantic segmentation for river pollutionCode0
LowFormer: Hardware Efficient Design for Convolutional Transformer BackbonesCode1
TBConvL-Net: A Hybrid Deep Learning Architecture for Robust Medical Image Segmentation—0
MouseSIS: A Frames-and-Events Dataset for Space-Time Instance Segmentation of MiceCode1
UAV (Unmanned Aerial Vehicles): Diverse Applications of UAV Datasets in Segmentation, Classification, Detection, and Tracking—0
Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power ApplicationsCode0
iSeg: An Iterative Refinement-based Framework for Training-free SegmentationCode1
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image SegmentationCode1
Coupling AI and Citizen Science in Creation of Enhanced Training Dataset for Medical Image Segmentation—0
MobileUNETR: A Lightweight End-To-End Hybrid Vision Transformer For Efficient Medical Image SegmentationCode2
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil InfrastructureCode2
Collaborative Learning for Enhanced Unsupervised Domain Adaptation—0
SG-MIM: Structured Knowledge Guided Efficient Pre-training for Dense Prediction—0
Evaluation Study on SAM 2 for Class-agnostic Instance-level SegmentationCode1
iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation—0
Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images—0
SFA-Net: Semantic Feature Adjustment Network for Remote Sensing Image SegmentationCode1
MetaFood3D: 3D Food Dataset with Nutrition Values—0
Efficiently Expanding Receptive Fields: Local Split Attention and Parallel Aggregation for Enhanced Large-scale Point Cloud Semantic Segmentation—0
K-Origins: Better Colour Quantification for Neural NetworksCode0
AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditionsCode2
TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation—0
Segmenting Object Affordances: Reproducibility and Sensitivity to ScaleCode0
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model—0
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution—0
MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM—0
IVGF: The Fusion-Guided Infrared and Visible General Framework—0
Towards Robust Online Domain Adaptive Semantic Segmentation under Adverse Weather Conditions—0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—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
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