SOTAVerified

Semantic Segmentation

Papers

Showing 47014725 of 14763 papers

TitleStatusHype
Multi-level Asymmetric Contrastive Learning for Volumetric Medical Image Segmentation Pre-trainingCode0
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the DecoderCode0
DDSL: Deep Differentiable Simplex Layer for Learning Geometric SignalsCode0
Multi Kernel Estimation based Object SegmentationCode0
DDFP: Data-dependent Frequency Prompt for Source Free Domain Adaptation of Medical Image SegmentationCode0
Multigrid Predictive Filter Flow for Unsupervised Learning on VideosCode0
Multigrid Neural ArchitecturesCode0
Multi-label Cloud Segmentation Using a Deep NetworkCode0
Algorithms for Semantic Segmentation of Multispectral Remote Sensing Imagery using Deep LearningCode0
Multi-encoder parse-decoder network for sequential medical image segmentationCode0
Multi-Dimensional Recurrent Neural NetworksCode0
Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative StudyCode0
MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and ClassificationCode0
Multi-domain semantic segmentation with overlapping labelsCode0
Multi-grained Temporal Prototype Learning for Few-shot Video Object SegmentationCode0
DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image SegmentationCode0
Multichannel Semantic Segmentation with Unsupervised Domain AdaptationCode0
Automatic Instrument Segmentation in Robot-Assisted Surgery Using Deep LearningCode0
Comb, Prune, Distill: Towards Unified Pruning for Vision Model CompressionCode0
Multi-Context Temporal Consistent Modeling for Referring Video Object SegmentationCode0
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision TransformerCode0
ALEN: A Dual-Approach for Uniform and Non-Uniform Low-Light Image EnhancementCode0
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
Automatic Brain Tumor Segmentation with Scale Attention NetworkCode0
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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