SOTAVerified

Semantic Segmentation

Papers

Showing 1065110675 of 14763 papers

TitleStatusHype
Regularized Densely-connected Pyramid Network for Salient Instance SegmentationCode1
Fast Single-shot Ship Instance Segmentation Based on Polar Template Mask in Remote Sensing Images0
Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers0
A Cascaded Deep-Learning Framework for Segmentation of Metastatic Brain Tumors Before and After Stereotactic Radiation Therapy0
A Federated Approach for Fine-Grained Classification of Fashion Apparel0
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural NetworksCode0
W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data0
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds0
Random Style Transfer based Domain Generalization Networks Integrating Shape and Spatial Information0
Identifying and Tracking Solar Magnetic Flux Elements with Deep LearningCode0
Attribute-guided image generation from layoutCode1
DeepFake Detection Based on the Discrepancy Between the Face and its Context0
Instance Adaptive Self-Training for Unsupervised Domain AdaptationCode1
Applying Surface Normal Information in Drivable Area and Road Anomaly Detection for Ground Mobile RobotsCode1
Making a Case for 3D Convolutions for Object Segmentation in VideosCode1
Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image SegmentationCode0
Disentangled Representations for Domain-generalized Cardiac SegmentationCode1
Visual Concept Reasoning Networks0
SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace DetectionCode1
Siamese Network for RGB-D Salient Object Detection and BeyondCode1
Deep Neural Network for 3D Surface Segmentation based on Contour Tree Hierarchy0
3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction0
Mask-guided sample selection for Semi-Supervised Instance Segmentation0
Semantic Labeling of Large-Area Geographic Regions Using Multi-View and Multi-Date Satellite Images and Noisy OSM Training LabelsCode1
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module0
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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
4M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
5InternImage-HValidation 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