SOTAVerified

Semantic Segmentation

Papers

Showing 56765700 of 14763 papers

TitleStatusHype
Image Recognition of Tea Leaf Diseases Based on Convolutional Neural Network0
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation0
Attention-based Feature Aggregation0
DMFormer: Closing the Gap Between CNN and Vision Transformers0
Convex Shape Representation with Binary Labels for Image Segmentation: Models and Fast Algorithms0
Attention-based Dual Supervised Decoder for RGBD Semantic Segmentation0
A Generative Model for Parts-based Object Segmentation0
Convex Shape Prior for Multi-Object Segmentation Using a Single Level Set Function0
Convex Shape Prior for Deep Neural Convolution Network based Eye Fundus Images Segmentation0
Attention-based Class Activation Diffusion for Weakly-Supervised Semantic Segmentation0
Convexity Shape Prior for Level Set based Image Segmentation Method0
Convexity Shape Constraints for Image Segmentation0
Attention-based Assisted Excitation for Salient Object Detection0
Convex Histogram-Based Joint Image Segmentation with Regularized Optimal Transport Cost0
Attention Augmented ConvNeXt UNet For Rectal Tumour Segmentation0
Convex Combination Star Shape Prior for Data-driven Image Semantic Segmentation0
Convex Color Image Segmentation with Optimal Transport Distances0
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation0
Supervised domain adaptation for building extraction from off-nadir aerial images0
Image Reconstruction Using Deep Learning0
Image Segmentation Based on Watershed and Edge Detection Techniques0
ConvBKI: Real-Time Probabilistic Semantic Mapping Network with Quantifiable Uncertainty0
Attentional Triple-Encoder Network in Spatiospectral Domains for Medical Image Segmentation0
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation0
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation0
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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
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