SOTAVerified

Semantic Segmentation

Papers

Showing 46514700 of 14763 papers

TitleStatusHype
Multi-scale self-guided attention for medical image segmentationCode0
Multispectral Image Segmentation in Agriculture: A Comprehensive Study on Fusion ApproachesCode0
Auto-nnU-Net: Towards Automated Medical Image SegmentationCode0
Multiple Light Source Dataset for Colour ResearchCode0
MHP-VOS: Multiple Hypotheses Propagation for Video Object SegmentationCode0
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical InformationCode0
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imagingCode0
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple ratersCode0
Deep Attentive Features for Prostate Segmentation in 3D Transrectal UltrasoundCode0
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and SegmentationCode0
ShelfNet for Fast Semantic SegmentationCode0
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image SegmentationCode0
Active Diffusion and VCA-Assisted Image Segmentation of Hyperspectral ImagesCode0
Multi-modality Anomaly Segmentation on the RoadCode0
Automatic Velocity Picking Using a Multi-Information Fusion Deep Semantic Segmentation NetworkCode0
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic SegmentationCode0
All about Structure: Adapting Structural Information across Domains for Boosting Semantic SegmentationCode0
De-coupling and De-positioning Dense Self-supervised LearningCode0
Multi-Modal Association based Grouping for Form Structure ExtractionCode0
Multimodal-Aware Fusion Network for Referring Remote Sensing Image SegmentationCode0
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven DomainsCode0
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation NetworkCode0
Multi-Level Contextual Network for Biomedical Image SegmentationCode0
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal SegmentationCode0
Multi-to-Single Knowledge Distillation for Point Cloud Semantic SegmentationCode0
Decoupled Deep Neural Network for Semi-supervised Semantic SegmentationCode0
Multi Kernel Estimation based Object SegmentationCode0
Decoupled Competitive Framework for Semi-supervised Medical Image SegmentationCode0
Automatic Segmentation of the Spinal Cord Nerve RootletsCode0
Multigrid Neural ArchitecturesCode0
Deconver: A Deconvolutional Network for Medical Image SegmentationCode0
Multigrid Predictive Filter Flow for Unsupervised Learning on VideosCode0
Multi-encoder parse-decoder network for sequential medical image segmentationCode0
Multi-grained Temporal Prototype Learning for Few-shot Video Object SegmentationCode0
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic SegmentationCode0
Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural RepresentationsCode0
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and ClassificationCode0
Multi-Dimensional Recurrent Neural NetworksCode0
Multi-domain semantic segmentation with overlapping labelsCode0
Multi-label Cloud Segmentation Using a Deep NetworkCode0
Automatic Report Generation for Histopathology images using pre-trained Vision TransformersCode0
Automatic Report Generation for Histopathology images using pre-trained Vision Transformers and BERTCode0
Deblending galaxy superpositions with branched generative adversarial networksCode0
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic SegmentationCode0
Multichannel Semantic Segmentation with Unsupervised Domain AdaptationCode0
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the DecoderCode0
DDSL: Deep Differentiable Simplex Layer for Learning Geometric SignalsCode0
DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image SegmentationCode0
Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and VisualizationCode0
MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud SegmentationCode0
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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