SOTAVerified

Semantic Segmentation

Papers

Showing 576600 of 14763 papers

TitleStatusHype
Prompt-Guided Dual-Path UNet with Mamba for Medical Image Segmentation0
OpenLex3D: A New Evaluation Benchmark for Open-Vocabulary 3D Scene Representations0
The Coralscapes Dataset: Semantic Scene Understanding in Coral ReefsCode1
Exploring Textual Semantics Diversity for Image Transmission in Semantic Communication Systems using Visual Language Model0
Optimization of MedSAM model based on bounding box adaptive perturbation algorithm0
Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception0
Multiscale Feature Importance-based Bit Allocation for End-to-End Feature Coding for Machines0
ASP-VMUNet: Atrous Shifted Parallel Vision Mamba U-Net for Skin Lesion SegmentationCode1
Your ViT is Secretly an Image Segmentation ModelCode4
PSO-UNet: Particle Swarm-Optimized U-Net Framework for Precise Multimodal Brain Tumor Segmentation0
MaSS13K: A Matting-level Semantic Segmentation BenchmarkCode2
DINO in the Room: Leveraging 2D Foundation Models for 3D SegmentationCode2
HiRes-FusedMIM: A High-Resolution RGB-DSM Pre-trained Model for Building-Level Remote Sensing Applications0
Exploring the Integration of Key-Value Attention Into Pure and Hybrid Transformers for Semantic Segmentation0
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality RobustnessCode1
EgoSurgery-HTS: A Dataset for Egocentric Hand-Tool Segmentation in Open Surgery VideosCode0
PDDM: Pseudo Depth Diffusion Model for RGB-PD Semantic Segmentation Based in Complex Indoor Scenes0
ZECO: ZeroFusion Guided 3D MRI Conditional GenerationCode0
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation0
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial ImagesCode0
PG-SAM: Prior-Guided SAM with Medical for Multi-organ SegmentationCode1
Self-Attention Diffusion Models for Zero-Shot Biomedical Image Segmentation: Unlocking New Frontiers in Medical Imaging0
Semi-supervised Semantic Segmentation with Multi-Constraint Consistency LearningCode0
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation0
Topology preserving Image segmentation using the iterative convolution-thresholding method0
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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