SOTAVerified

Semantic Segmentation

Papers

Showing 47764800 of 14763 papers

TitleStatusHype
Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural NetworksCode0
Segmentation Style Discovery: Application to Skin Lesion ImagesCode0
Automated Segmentation and Connectivity Analysis for Normal Pressure HydrocephalusCode0
MSN: Efficient Online Mask Selection Network for Video Instance SegmentationCode0
MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud SegmentationCode0
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic SegmentationCode0
Multiple Light Source Dataset for Colour ResearchCode0
Lifting-based variational multiclass segmentation algorithm: design, convergence analysis, and implementation with applications in medical imagingCode0
MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image SegmentationCode0
From Question to Exploration: Test-Time Adaptation in Semantic Segmentation?Code0
A Joint Learning Framework with Feature Reconstruction and Prediction for Incomplete Satellite Image Time Series in Agricultural Semantic SegmentationCode0
Cylindrical Shape Decomposition for 3D Segmentation of Tubular ObjectsCode0
MRF-UNets: Searching UNet with Markov Random FieldsCode0
Cyclic Guidance for Weakly Supervised Joint Detection and SegmentationCode0
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature PerturbationCode0
CyclePose -- Leveraging Cycle-Consistency for Annotation-Free Nuclei Segmentation in Fluorescence MicroscopyCode0
CyCADA: Cycle-Consistent Adversarial Domain AdaptationCode0
CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox DetectorCode0
CV-MOS: A Cross-View Model for Motion SegmentationCode0
A Convolutional Vision Transformer for Semantic Segmentation of Side-Scan Sonar DataCode0
CVAE-SM: A Conditional Variational Autoencoder with Style Modulation for Efficient Uncertainty QuantificationCode0
CVABS: Moving Object Segmentation with Common Vector Approach for VideosCode0
MovSAM: A Single-image Moving Object Segmentation Framework Based on Deep ThinkingCode0
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything ModelCode0
Motion-based Object Segmentation based on Dense RGB-D Scene FlowCode0
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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