SOTAVerified

Semantic Segmentation

Papers

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Showing 12001–12050 of 14763 papers

TitleStatusHype
AsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation—0
Asymmetric Decision-Making in Online Knowledge Distillation:Unifying Consensus and Divergence—0
Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection—0
A Systematic Approach for MRI Brain Tumor Localization, and Segmentation using Deep Learning and Active Contouring—0
A System-driven Automatic Ground Truth Generation Method for DL Inner-City Driving Corridor Detectors—0
A System for Accurate Tracking and Video Recordings of Rodent Eye Movements using Convolutional Neural Networks for Biomedical Image Segmentation—0
A tailored Handwritten-Text-Recognition System for Medieval Latin—0
ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction—0
A temporal enhanced semi-supervised segmentation network for needle detection in 3D ultrasound images—0
A Temporal Modeling Framework for Video Pre-Training on Video Instance Segmentation—0
A Thorough View of Exact Inference in Graphs from the Degree-4 Sum-of-Squares Hierarchy—0
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design—0
A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology—0
A Tiered Move-making Algorithm for General Non-submodular Pairwise Energies—0
A Time Series Graph Cut Image Segmentation Scheme for Liver Tumors—0
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks—0
AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond—0
A tool for user friendly, cloud based, whole slide image segmentation—0
A topological solution to object segmentation and tracking—0
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation—0
AtrialGeneral: Domain Generalization for Left Atrial Segmentation of Multi-Center LGE MRIs—0
Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images—0
Atrous Space Bender U-Net (ASBU-Net/LogiNet)—0
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Medical Image Segmentation—0
ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation—0
Attend and Segment: Attention Guided Active Semantic Segmentation—0
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge—0
AttenScribble: Attentive Similarity Learning for Scribble-Supervised Medical Image Segmentation—0
Attentional Triple-Encoder Network in Spatiospectral Domains for Medical Image Segmentation—0
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation—0
Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation—0
Attention-based Assisted Excitation for Salient Object Detection—0
Attention-based Class Activation Diffusion for Weakly-Supervised Semantic Segmentation—0
Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation—0
Attention-based Feature Aggregation—0
Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation—0
Attention-Based Multi-Context Guiding for Few-Shot Semantic Segmentation—0
Attention-based Multi-modal Fusion Network for Semantic Scene Completion—0
Attention Based Semantic Segmentation on UAV Dataset for Natural Disaster Damage Assessment—0
Attention-based U-Net Method for Autonomous Lane Detection—0
AttentionBoost: Learning What to Attend by Boosting Fully Convolutional Networks—0
Attention Bridging Network for Knowledge Transfer—0
Attention-guided Feature Distillation for Semantic Segmentation—0
Mind the Context: Attention-Guided Weak-to-Strong Consistency for Enhanced Semi-Supervised Medical Image Segmentation—0
Semantic-Aware Contrastive Learning for Multi-object Medical Image Segmentation—0
Attention Mechanisms in Medical Image Segmentation: A Survey—0
Attention Models for Point Clouds in Deep Learning: A Survey—0
Attention on Classification for Fire Segmentation—0
AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation—0
Attention to Refine through Multi-Scales for Semantic Segmentation—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
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation 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