SOTAVerified

Semantic Segmentation

Papers

Showing 16761700 of 14763 papers

TitleStatusHype
DMC-Net: Lightweight Dynamic Multi-Scale and Multi-Resolution Convolution Network for Pancreas Segmentation in CT Images0
Metrics Revolutions: Groundbreaking Insights into the Implementation of Metrics for Biomedical Image SegmentationCode0
ProtoSeg: A Prototype-Based Point Cloud Instance Segmentation Method0
MedVisionLlama: Leveraging Pre-Trained Large Language Model Layers to Enhance Medical Image Segmentation0
Unleashing the Potential of the Diffusion Model in Few-shot Semantic SegmentationCode1
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer0
Med-TTT: Vision Test-Time Training model for Medical Image SegmentationCode1
SynCo: Synthetic Hard Negatives in Contrastive Learning for Better Unsupervised Visual RepresentationsCode0
CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registrationCode0
Segment as You Wish -- Free-Form Language-Based Segmentation for Medical ImagesCode0
Deep learning assisted high resolution microscopy image processing for phase segmentation in functional composite materials0
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image SegmentationCode1
Cognition Transferring and Decoupling for Text-supervised Egocentric Semantic SegmentationCode0
Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension0
SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing ImagesCode3
VectorGraphNET: Graph Attention Networks for Accurate Segmentation of Complex Technical Drawings0
AARK: An Open Toolkit for Autonomous Racing Research0
ReXplain: Translating Radiology into Patient-Friendly Video Reports0
Y-CA-Net: A Convolutional Attention Based Network for Volumetric Medical Image Segmentation0
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature GraftingCode1
Can We Remove the Ground? Obstacle-aware Point Cloud Compression for Remote Object Detection0
Optimizing Drug Delivery in Smart Pharmacies: A Novel Framework of Multi-Stage Grasping Network Combined with Adaptive Robotics Mechanism0
Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-TimeCode0
Deep Multimodal Fusion for Semantic Segmentation of Remote Sensing Earth Observation Data0
Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified