SOTAVerified

Semantic Segmentation

Papers

Showing 46264650 of 14763 papers

TitleStatusHype
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image SegmentationCode0
Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architectureCode0
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging DataCode0
DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing ImagesCode0
Multiple Light Source Dataset for Colour ResearchCode0
Deep Extreme Cut: From Extreme Points to Object SegmentationCode0
multiPI-TransBTS: A Multi-Path Learning Framework for Brain Tumor Image Segmentation Based on Multi-Physical InformationCode0
Multi-Scale Grouped Prototypes for Interpretable Semantic SegmentationCode0
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic SegmentationCode0
Multi-modality Anomaly Segmentation on the RoadCode0
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ SegmentationCode0
Deep Domain Isolation and Sample Clustered Federated Learning for Semantic SegmentationCode0
GUNNEL: Guided Mixup Augmentation and Multi-View Fusion for Aquatic Animal SegmentationCode0
Multi-Modal Association based Grouping for Form Structure ExtractionCode0
Multimodal-Aware Fusion Network for Referring Remote Sensing Image SegmentationCode0
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-trainingCode0
Multi-label Cloud Segmentation Using a Deep NetworkCode0
All-pairs Consistency Learning for Weakly Supervised Semantic SegmentationCode0
Multi-Level Contextual Network for Biomedical Image SegmentationCode0
Deep Co-Training for Semi-Supervised Image SegmentationCode0
3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor SegmentationCode0
Multi Kernel Estimation based Object SegmentationCode0
Multi-Level Aggregation and Recursive Alignment Architecture for Efficient Parallel Inference Segmentation NetworkCode0
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide ImagesCode0
Multigrid Neural ArchitecturesCode0
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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