SOTAVerified

Semantic Segmentation

Papers

Showing 75767600 of 14763 papers

TitleStatusHype
Compact retail shelf segmentation for mobile deployment0
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation0
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification0
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation0
3D for Free: Crossmodal Transfer Learning using HD Maps0
Max-Margin Boltzmann Machines for Object Segmentation0
Learning to Prompt Segment Anything Models0
A Semi-automatic System for Ground Truth Generation of Soccer Video Sequences0
FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference0
COMNet: Co-Occurrent Matching for Weakly Supervised Semantic Segmentation0
Learning to Reconstruct and Understand Indoor Scenes from Sparse Views0
Depth-Guided Semi-Supervised Instance Segmentation0
FIAS: Feature Imbalance-Aware Medical Image Segmentation with Dynamic Fusion and Mixing Attention0
Depth-guided Texture Diffusion for Image Semantic Segmentation0
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models0
Learning To Segment Dominant Object Motion From Watching Videos0
Learning to Segment Dynamic Objects using SLAM Outliers0
Depth Matters: Exploring Deep Interactions of RGB-D for Semantic Segmentation in Traffic Scenes0
Learning to segment fetal brain tissue from noisy annotations0
Learning to segment from misaligned and partial labels0
FGN: Fully Guided Network for Few-Shot Instance Segmentation0
Learning to segment from object sizes0
FG-Depth: Flow-Guided Unsupervised Monocular Depth Estimation0
Multiset Neurons0
MA-Unet: An improved version of Unet based on multi-scale and attention mechanism for medical image 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
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