SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 14501–14550 of 14763 papers

TitleStatusHype
Learning Deconvolution Network for Semantic SegmentationCode0
PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Edge-Preserving Coherence—0
Monocular Object Instance Segmentation and Depth Ordering with CNNs—0
A new Level-set based Protocol for Accurate Bone Segmentation from CT Imaging—0
Deep Learning for Semantic Part Segmentation with High-Level Guidance—0
Exploring Models and Data for Image Question AnsweringCode0
Deep Learning for Medical Image Segmentation—0
Object detection via a multi-region & semantic segmentation-aware CNN modelCode0
Graphical Potential Games—0
Deep Learning for Object Saliency Detection and Image Segmentation—0
Kernel Spectral Clustering and applications—0
Image Segmentation by Size-Dependent Single Linkage Clustering of a Watershed Basin Graph—0
Joint Object and Part Segmentation using Deep Learned Potentials—0
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs—0
Segmentation and Restoration of Images on Surfaces by Parametric Active Contours with Topology Changes—0
SynthCam3D: Semantic Understanding With Synthetic Indoor Scenes—0
Quality Control in Crowdsourced Object Segmentation—0
Identifying Reliable Annotations for Large Scale Image Segmentation—0
Image Segmentation and Restoration Using Parametric Contours With Free Endpoints—0
SegSALSA-STR: A convex formulation to supervised hyperspectral image segmentation using hidden fields and structure tensor regularization—0
Evolving Fuzzy Image Segmentation with Self-Configuration—0
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and its Applications to High-Level Vision—0
A Multiphase Image Segmentation Based on Fuzzy Membership Functions and L1-norm Fidelity—0
Efficient piecewise training of deep structured models for semantic segmentation—0
Visual Saliency Based on Multiscale Deep Features—0
CRF Learning with CNN Features for Image Segmentation—0
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks—0
Global 6DOF Pose Estimation from Untextured 2D City Models—0
Fully Connected Deep Structured Networks—0
Deep Hierarchical Parsing for Semantic Segmentation—0
Brain Tumor Segmentation: A Comparative Analysis—0
Convex Color Image Segmentation with Optimal Transport Distances—0
BoxSup: Exploiting Bounding Boxes to Supervise Convolutional Networks for Semantic Segmentation—0
Inference of hidden structures in complex physical systems by multi-scale clustering—0
Bethe Learning of Conditional Random Fields via MAP Decoding—0
Multiscale Combinatorial Grouping for Image Segmentation and Object Proposal GenerationCode0
A review of mean-shift algorithms for clustering—0
Image Segmentation in Liquid Argon Time Projection Chamber Detector—0
Scalable Variational Inference in Log-supermodular Models—0
Fusion of Image Segmentation Algorithms using Consensus Clustering—0
Context Tricks for Cheap Semantic Segmentation—0
segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection—0
Cardiac MR Image Segmentation Techniques: an overview—0
Conditional Random Fields as Recurrent Neural NetworksCode0
Weakly- and Semi-Supervised Learning of a DCNN for Semantic Image SegmentationCode0
Fast unsupervised Bayesian image segmentation with adaptive spatial regularisation—0
Fast Constraint Propagation for Image Segmentation—0
Data-Driven Scene Understanding with Adaptively Retrieved Exemplars—0
Deep Joint Task Learning for Generic Object Extraction—0
Clothing Co-Parsing by Joint Image Segmentation and Labeling—0
Show:102550
← PrevPage 291 of 296Next →
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