SOTAVerified

Semantic Segmentation

Papers

Showing 401425 of 14763 papers

TitleStatusHype
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch FrameworkCode1
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning0
Putting the Segment Anything Model to the Test with 3D Knee MRI - A Comparison with State-of-the-Art PerformanceCode0
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic SegmentationCode1
Hybrid Dense-UNet201 Optimization for Pap Smear Image Segmentation Using Spider Monkey Optimization0
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling0
Parsimonious Dataset Construction for Laparoscopic Cholecystectomy Structure Segmentation0
Contour Field based Elliptical Shape Prior for the Segment Anything Model0
Privacy-Preserving Operating Room Workflow Analysis using Digital Twins0
Digital Twin Generation from Visual Data: A SurveyCode2
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion0
Cross-Frequency Collaborative Training Network and Dataset for Semi-supervised First Molar Root Canal Segmentation0
Remote sensing colour image semantic segmentation of trails created by large herbivorous Mammals0
Single-shot Star-convex Polygon-based Instance Segmentation for Spatially-correlated Biomedical Objects0
3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic GapCode0
pix2pockets: Shot Suggestions in 8-Ball Pool from a Single Image in the Wild0
DC-SAM: In-Context Segment Anything in Images and Videos via Dual ConsistencyCode1
CAGS: Open-Vocabulary 3D Scene Understanding with Context-Aware Gaussian Splatting0
TextDiffSeg: Text-guided Latent Diffusion Model for 3d Medical Images Segmentation0
GrabS: Generative Embodied Agent for 3D Object Segmentation without Scene SupervisionCode1
From Gaze to Insight: Bridging Human Visual Attention and Vision Language Model Explanation for Weakly-Supervised Medical Image SegmentationCode0
PraNet-V2: Dual-Supervised Reverse Attention for Medical Image SegmentationCode1
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual PerceptionCode1
LightFormer: A lightweight and efficient decoder for remote sensing image segmentation0
OmniVDiff: Omni Controllable Video Diffusion for Generation and Understanding0
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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