SOTAVerified

Semantic Segmentation

Papers

Showing 48514900 of 14763 papers

TitleStatusHype
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of AbstractionCode0
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMsCode0
MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud SegmentationCode0
Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and VisualizationCode0
Multi-encoder parse-decoder network for sequential medical image segmentationCode0
ISLE: A Framework for Image Level Semantic Segmentation EnsembleCode0
MSG-SR-Net: A Weakly Supervised Network Integrating Multi-Scale Generation and Super-Pixel Refinement for Building Extraction from High-Resolution Remotely Sensed ImageriesCode0
Cross-Model Transferability of Adversarial Patches in Real-time Segmentation for Autonomous DrivingCode0
MSN: Efficient Online Mask Selection Network for Video Instance SegmentationCode0
Cross-modal tumor segmentation using generative blending augmentation and self trainingCode0
Cross-modal State Space Modeling for Real-time RGB-thermal Wild Scene Semantic SegmentationCode0
Cross-Modal Self-Supervised Learning with Effective Contrastive Units for LiDAR Point CloudsCode0
Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image SegmentationCode0
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image SegmentationCode0
Cross-Modal Self-Attention Network for Referring Image SegmentationCode0
Autoadaptive Medical Segment Anything ModelCode0
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature PerturbationCode0
3DMV: Joint 3D-Multi-View Prediction for 3D Semantic Scene SegmentationCode0
MovSAM: A Single-image Moving Object Segmentation Framework Based on Deep ThinkingCode0
MRF-UNets: Searching UNet with Markov Random FieldsCode0
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image SegmentationCode0
Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal ConvolutionsCode0
A Unified View of Masked Image ModelingCode0
MOSAIC: Mobile Segmentation via decoding Aggregated Information and encoded ContextCode0
A Unified Query-based Paradigm for Camouflaged Instance SegmentationCode0
MortonNet: Self-Supervised Learning of Local Features in 3D Point CloudsCode0
More complex encoder is not all you needCode0
A Unified Loss for Handling Inter-Class and Intra-Class Imbalance in Medical Image SegmentationCode0
Monocular Depth Estimation with Hierarchical Fusion of Dilated CNNs and Soft-Weighted-Sum InferenceCode0
MoreStyle: Relax Low-frequency Constraint of Fourier-based Image Reconstruction in Generalizable Medical Image SegmentationCode0
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic SegmentationCode0
3D MRI brain tumor segmentation using autoencoder regularizationCode0
Monocular Depth Estimation Using Cues Inspired by Biological Vision SystemsCode0
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation LearningCode0
Cross-Domain Distribution Alignment for Segmentation of Private Unannotated 3D Medical ImagesCode0
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic SegmentationCode0
Cross-dimensional transfer learning in medical image segmentation with deep learningCode0
Modernized Training of U-Net for Aerial Semantic SegmentationCode0
Modular Anti-noise Deep Learning Network for Robotic Grasp Detection Based on RGB ImagesCode0
Addressing Model Vulnerability to Distributional Shifts over Image Transformation SetsCode0
Modular Sensor Fusion for Semantic SegmentationCode0
Model Doctor for Diagnosing and Treating Segmentation ErrorCode0
Model-based inexact graph matching on top of CNNs for semantic scene understandingCode0
Model Guidance via Explanations Turns Image Classifiers into Segmentation ModelsCode0
A Human-Grounded Evaluation Benchmark for Local Explanations of Machine LearningCode0
ModaNet: A Large-Scale Street Fashion Dataset with Polygon AnnotationsCode0
Crop and Couple: cardiac image segmentation using interlinked specialist networksCode0
Motion-based Object Segmentation based on Dense RGB-D Scene FlowCode0
CRISP: A Framework for Cryo-EM Image Segmentation and Processing with Conditional Random FieldCode0
MMVR: Millimeter-wave Multi-View Radar Dataset and Benchmark for Indoor PerceptionCode0
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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