SOTAVerified

Semantic Segmentation

Papers

Showing 71017125 of 14763 papers

TitleStatusHype
A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images0
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation0
MV6D: Multi-View 6D Pose Estimation on RGB-D Frames Using a Deep Point-wise Voting Network0
OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images0
TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image SegmentationCode1
Lung nodules segmentation from CT with DeepHealth toolkit0
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation0
PVBM: A Python Vasculature Biomarker Toolbox Based On Retinal Blood Vessel SegmentationCode1
Doubly Deformable Aggregation of Covariance Matrices for Few-shot SegmentationCode1
FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images0
Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation0
Class-Difficulty Based Methods for Long-Tailed Visual RecognitionCode1
ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image SegmentationCode1
MKANet: A Lightweight Network with Sobel Boundary Loss for Efficient Land-cover Classification of Satellite Remote Sensing Imagery0
Training a universal instance segmentation network for live cell images of various cell types and imaging modalitiesCode0
Video Mask Transfiner for High-Quality Video Instance SegmentationCode1
PEA: Improving the Performance of ReLU Networks for Free by Using Progressive Ensemble Activations0
Using Graph Neural Networks for Program Termination0
Visual Recognition by RequestCode1
Pro-tuning: Unified Prompt Tuning for Vision Tasks0
ClaSP -- Parameter-free Time Series SegmentationCode1
A Transformer-based Generative Adversarial Network for Brain Tumor Segmentation0
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated ConvolutionsCode2
Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation0
On the robustness of self-supervised representations for multi-view object classification0
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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