SOTAVerified

Semantic Segmentation

Papers

Showing 68016825 of 14763 papers

TitleStatusHype
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search0
Analysis of the performance of U-Net neural networks for the segmentation of living cellsCode0
Complementary consistency semi-supervised learning for 3D left atrial image segmentationCode1
APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical SegmentationCode0
FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier ConvolutionsCode1
ASAP: Accurate semantic segmentation for real time performance0
Cooperative Self-Training for Multi-Target Adaptive Semantic SegmentationCode1
Wild Animal Classifier Using CNN0
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation0
Smooth image-to-image translations with latent space interpolationsCode0
Masked Supervised Learning for Semantic SegmentationCode1
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuningCode1
Learning Equivariant Segmentation with Instance-Unique QueryingCode1
GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic SegmentationCode0
Unsupervised Multi-View Object Segmentation Using Radiance Field Propagation0
Predictive Inference with Feature Conformal PredictionCode1
Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation0
Learning Hierarchical Image Segmentation For Recognition and By RecognitionCode1
Det-SLAM: A semantic visual SLAM for highly dynamic scenes using Detectron2Code0
Contour-Aware Equipotential Learning for Semantic SegmentationCode0
PLN: Parasitic-Like Network for Barely Supervised Medical Image SegmentationCode1
Verifiable and Energy Efficient Medical Image Analysis with Quantised Self-attentive Deep Neural NetworksCode0
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input FeaturesCode2
Semi-Supervised Domain Generalization for Cardiac Magnetic Resonance Image Segmentation with High Quality Pseudo LabelsCode0
NBV-SC: Next Best View Planning based on Shape Completion for Fruit Mapping and Reconstruction0
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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