SOTAVerified

Semantic Segmentation

Papers

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Showing 4601–4650 of 14763 papers

TitleStatusHype
From Open-Vocabulary to Vocabulary-Free Semantic Segmentation—0
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation—0
Beyond Fixed Grid: Learning Geometric Image Representation with a Deformable Grid—0
A Multi-Stage Multi-Task Neural Network for Aerial Scene Interpretation and Geolocalization—0
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation—0
Densely Decoded Networks with Adaptive Deep Supervision for Medical Image Segmentation—0
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation—0
From Explanations to Segmentation: Using Explainable AI for Image Segmentation—0
Beyond Discriminative Regions: Saliency Maps as Alternatives to CAMs for Weakly Supervised Semantic Segmentation—0
Densely connected multidilated convolutional networks for dense prediction tasks—0
RevealNet: Seeing Behind Objects in RGB-D Scans—0
From Deterministic to Probabilistic: A Novel Perspective on Domain Generalization for Medical Image Segmentation—0
From Few to More: Scribble-based Medical Image Segmentation via Masked Context Modeling and Continuous Pseudo Labels—0
Dense Graph Convolutional Neural Networks on 3D Meshes for 3D Object Segmentation and Classification—0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation—0
Dense Fusion Classmate Network for Land Cover Classification—0
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation—0
A multi-stage GAN for multi-organ chest X-ray image generation and segmentation—0
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection—0
Dense Dual-Path Network for Real-time Semantic Segmentation—0
DenseDINO: Boosting Dense Self-Supervised Learning with Token-Based Point-Level Consistency—0
Beyond Bare Queries: Open-Vocabulary Object Grounding with 3D Scene Graph—0
Dense Decoder Shortcut Connections for Single-Pass Semantic Segmentation—0
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation—0
From Forks to Forceps: A New Framework for Instance Segmentation of Surgical Instruments—0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—0
Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation—0
Dense CNN Learning with Equivalent Mappings—0
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation—0
BEVSegFormer: Bird's Eye View Semantic Segmentation From Arbitrary Camera Rigs—0
From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation—0
Adapting Mask-RCNN for Automatic Nucleus Segmentation—0
DM-SegNet: Dual-Mamba Architecture for 3D Medical Image Segmentation with Global Context Modeling—0
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model—0
From CAD models to soft point cloud labels: An automatic annotation pipeline for cheaply supervised 3D semantic segmentation—0
Dense 3D Visual Mapping via Semantic Simplification—0
BEV-Seg: Bird's Eye View Semantic Segmentation Using Geometry and Semantic Point Cloud—0
A Multi-scale Multiple Instance Video Description Network—0
De-noising, Stabilizing and Completing 3D Reconstructions On-the-go using Plane Priors—0
BEVSeg2TP: Surround View Camera Bird's-Eye-View Based Joint Vehicle Segmentation and Ego Vehicle Trajectory Prediction—0
3D Shape Segmentation with Geometric Deep Learning—0
Denoising Plane Wave Ultrasound Images Using Diffusion Probabilistic Models—0
BEVMOSNet: Multimodal Fusion for BEV Moving Object Segmentation—0
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling—0
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation—0
A multiscale graph cut approach to bright-field multiple cell image segmentation using a Bhattacharyya measure—0
From Active Contours to Minimal Geodesic Paths: New Solutions to Active Contours Problems by Eikonal Equations—0
From CNN to Transformer: A Review of Medical Image Segmentation Models—0
Denoised Non-Local Neural Network for Semantic Segmentation—0
BEVDetNet: Bird's Eye View LiDAR Point Cloud based Real-time 3D Object Detection for Autonomous Driving—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