SOTAVerified

Semantic Segmentation

Papers

Showing 47764800 of 14763 papers

TitleStatusHype
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic SegmentationCode1
XMem++: Production-level Video Segmentation From Few Annotated FramesCode2
OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic SegmentationCode1
Prompt Guided Transformer for Multi-Task Dense PredictionCode1
Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass SegmentationCode0
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image SegmentationCode1
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud SegmentationCode0
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic SegmentationCode1
GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing0
Visual Saliency Detection in Advanced Driver Assistance Systems0
Tracking Anything in High QualityCode2
Technical note: ShinyAnimalCV: open-source cloud-based web application for object detection, segmentation, and three-dimensional visualization of animals using computer visionCode0
Pre-Training with Diffusion models for Dental Radiography segmentation0
Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free ApproachCode1
Multi-modal Learning with Missing Modality via Shared-Specific Feature ModellingCode1
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks0
Topology-aware Robust Optimization for Out-of-distribution GeneralizationCode0
Unite-Divide-Unite: Joint Boosting Trunk and Structure for High-accuracy Dichotomous Image SegmentationCode1
Role of Image Acquisition and Patient Phenotype Variations in Automatic Segmentation Model Generalization0
Deepfake Image Generation for Improved Brain Tumor Segmentation0
Causal reasoning in typical computer vision tasks0
Hybrid Representation-Enhanced Sampling for Bayesian Active Learning in Musculoskeletal Segmentation of Lower ExtremitiesCode0
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure NetworkCode1
Fluorescent Neuronal Cells v2: Multi-Task, Multi-Format Annotations for Deep Learning in Microscopy0
Show:102550
← PrevPage 192 of 591Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation 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