SOTAVerified

Semantic Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 13751–13800 of 14763 papers

TitleStatusHype
Sparse Photometric 3D Face Reconstruction Guided by Morphable Models—0
Patch Correspondences for Interpreting Pixel-level CNNs—0
Automatic Spine Segmentation using Convolutional Neural Network via Redundant Generation of Class Labels for 3D Spine Modeling—0
3D Semantic Segmentation with Submanifold Sparse Convolutional NetworksCode0
Learning to Segment Every ThingCode0
Multi-stream 3D FCN with Multi-scale Deep Supervision for Multi-modality Isointense Infant Brain MR Image Segmentation—0
Recurrent Segmentation for Variable Computational Budgets—0
Multi-class Semantic Segmentation of Skin Lesions via Fully Convolutional Networks—0
On the Robustness of Semantic Segmentation Models to Adversarial AttacksCode0
Large-scale Point Cloud Semantic Segmentation with Superpoint GraphsCode0
Exploiting the potential of unlabeled endoscopic video data with self-supervised learning—0
Automatic Color Image Segmentation Using a Square Elemental Region-Based Seeded Region Growing and Merging Method—0
Multiple Instance Curriculum Learning for Weakly Supervised Object Detection—0
Cost-Effective Active Learning for Melanoma SegmentationCode0
Deep Extreme Cut: From Extreme Points to Object SegmentationCode0
Distance to Center of Mass Encoding for Instance SegmentationCode0
Efficient and Invariant Convolutional Neural Networks for Dense Prediction—0
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep NetworksCode0
SGPN: Similarity Group Proposal Network for 3D Point Cloud Instance SegmentationCode0
Video Semantic Object Segmentation by Self-Adaptation of DCNN—0
S4Net: Single Stage Salient-Instance SegmentationCode0
Identifying Most Walkable Direction for Navigation in an Outdoor Environment—0
Robust Seed Mask Generation for Interactive Image Segmentation—0
Pixel-wise object tracking—0
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation—0
DLTK: State of the Art Reference Implementations for Deep Learning on Medical ImagesCode0
Transferable Semi-supervised Semantic Segmentation—0
Superpixels Based Segmentation and SVM Based Classification Method to Distinguish Five Diseases from Normal Regions in Wireless Capsule Endoscopy—0
Fast Recurrent Fully Convolutional Networks for Direct Perception in Autonomous Driving—0
3D Trajectory Reconstruction of Dynamic Objects Using Planarity Constraints—0
Language-Based Image Editing with Recurrent Attentive ModelsCode0
Minimizing Supervision for Free-space SegmentationCode0
Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic SegmentationCode0
Conditional Random Field and Deep Feature Learning for Hyperspectral Image Segmentation—0
3D Randomized Connection Network with Graph-based Label Inference—0
CyCADA: Cycle-Consistent Adversarial Domain AdaptationCode0
Curve-Structure Segmentation from Depth Maps: A CNN-based Approach and Its Application to Exploring Cultural Heritage Objects—0
Image Segmentation of Multi-Shaped Overlapping Objects—0
Supervised and unsupervised segmentation using superpixels, model estimation, and Graph Cut.Code0
Region growing using superpixels with learned shape prior.Code0
Adversarial Dropout Regularization—0
Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation—0
Ω-Net (Omega-Net): Fully Automatic, Multi-View Cardiac MR Detection, Orientation, and Segmentation with Deep Neural Networks—0
Medical Image Segmentation Based on Multi-Modal Convolutional Neural Network: Study on Image Fusion Schemes—0
Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation—0
A multitask deep learning model for real-time deployment in embedded systems—0
A Connection between Feed-Forward Neural Networks and Probabilistic Graphical Models—0
Log-DenseNet: How to Sparsify a DenseNetCode0
Improved Workflow for Unsupervised Multiphase Image Segmentation—0
SEGMENT3D: A Web-based Application for Collaborative Segmentation of 3D images used in the Shoot Apical Meristem—0
Show:102550
← PrevPage 276 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