SOTAVerified

Semantic Segmentation

Papers

Showing 44264450 of 14763 papers

TitleStatusHype
Deformable VisTR: Spatio temporal deformable attention for video instance segmentationCode0
BERTgrid: Contextualized Embedding for 2D Document Representation and UnderstandingCode0
Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon GlandsCode0
BEN: Using Confidence-Guided Matting for Dichotomous Image SegmentationCode0
Neural Network Meta Classifier: Improving the Reliability of Anomaly SegmentationCode0
Neural networks for topology optimizationCode0
Neural Networks with Divisive normalization for image segmentation with application in cityscapes datasetCode0
Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN ModelsCode0
NeurReg: Neural Registration and Its Application to Image SegmentationCode0
A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT SegmentationCode0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel SegmentationCode0
A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal TractCode0
DefectNET: multi-class fault detection on highly-imbalanced datasetsCode0
NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality ReductionCode0
Negligible effect of brain MRI data preprocessing for tumor segmentationCode0
Deep Watershed Transform for Instance SegmentationCode0
Deep Visual City Recognition VisualizationCode0
MV-MOS: Multi-View Feature Fusion for 3D Moving Object SegmentationCode0
Adaptation of Distinct Semantics for Uncertain Areas in Polyp SegmentationCode0
Deep Value Networks Learn to Evaluate and Iteratively Refine Structured OutputsCode0
DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land SegmentationCode0
A multi-contrast MRI approach to thalamus segmentationCode0
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose EncodingCode0
Mutual Query Network for Multi-Modal Product Image 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