SOTAVerified

Semantic Segmentation

Papers

Showing 91519200 of 14763 papers

TitleStatusHype
Meta-Learning via Learning with Distributed Memory0
Meta Learning with Differentiable Closed-form Solver for Fast Video Object Segmentation0
MetaMorphosis: Task-oriented Privacy Cognizant Feature Generation for Multi-task Learning0
Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning0
MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation0
Meta Segmentation Network for Ultra-Resolution Medical Images0
MetaSegNet: Metadata-collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images0
Method of detecting the defects of the end face of steel coils0
Machine Learning Pipeline for Segmentation and Defect Identification from High Resolution Transmission Electron Microscopy Data0
Methods and datasets for segmentation of minimally invasive surgical instruments in endoscopic images and videos: A review of the state of the art0
M-FasterSeg: An Efficient Semantic Segmentation Network Based on Neural Architecture Search0
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning0
MFNet: Towards real-time semantic segmentation for autonomous vehicles with multi-spectral scenes0
MFPNet: Multi-scale Feature Propagation Network For Lightweight Semantic Segmentation0
A Novel Deep Learning Based Approach for Left Ventricle Segmentation in Echocardiography: MFP-Unet0
MFSeg: Efficient Multi-frame 3D Semantic Segmentation0
MGFI-Net: A Multi-Grained Feature Integration Network for Enhanced Medical Image Segmentation0
MGTUNet: An new UNet for colon nuclei instance segmentation and quantification0
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation0
Micro-Net: A unified model for segmentation of various objects in microscopy images0
Microplastic Identification Using AI-Driven Image Segmentation and GAN-Generated Ecological Context0
Microscopy Image Dataset for Deep Learning-Based Quantitative Assessment of Pulmonary Vascular Changes0
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP)0
MILAN: Milli-Annotations for Lidar Semantic Segmentation0
MILCut: A Sweeping Line Multiple Instance Learning Paradigm for Interactive Image Segmentation0
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images0
Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation0
Minimal Adversarial Examples for Deep Learning on 3D Point Clouds0
Minimax Active Learning0
Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach0
Minimizing Labeled, Maximizing Unlabeled: An Image-Driven Approach for Video Instance Segmentation0
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions0
MiniNet: An extremely lightweight convolutional neural network for real-time unsupervised monocular depth estimation0
Mining of Single-Class by Active Learning for Semantic Segmentation0
MIPR:Automatic Annotation of Medical Images with Pixel Rearrangement0
MIRAM: Masked Image Reconstruction Across Multiple Scales for Breast Lesion Risk Prediction0
MirrorNet: Bio-Inspired Camouflaged Object Segmentation0
Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging0
Mirror-Yolo: A Novel Attention Focus, Instance Segmentation and Mirror Detection Model0
Miss Detection vs. False Alarm: Adversarial Learning for Small Object Segmentation in Infrared Images0
MISS: Memory-efficient Instance Segmentation Framework By Visual Inductive Priors Flow Propagation0
MiSuRe is all you need to explain your image segmentation0
Mitigating Attacks on Artificial Intelligence-based Spectrum Sensing for Cellular Network Signals0
Mitigating Distributional Shift in Semantic Segmentation via Uncertainty Estimation from Unlabelled Data0
Mitigating False Predictions In Unreasonable Body Regions0
Mitigating Over-smoothing in Transformers via Regularized Nonlocal Functionals0
Mitigating the Impact of Attribute Editing on Face Recognition0
Mitigating Undisciplined Over-Smoothing in Transformer for Weakly Supervised Semantic Segmentation0
Mix and match networks: cross-modal alignment for zero-pair image-to-image translation0
Mix-and-Match Tuning for Self-Supervised Semantic 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