SOTAVerified

Semantic Segmentation

Papers

Showing 64016425 of 14763 papers

TitleStatusHype
BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentationCode0
Isometric Transformations for Image Augmentation in Mueller Matrix PolarimetryCode0
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change SegmentationCode0
Dynamic Dual Sampling Module for Fine-Grained Semantic SegmentationCode0
A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s AlphaCode0
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio SemanticsCode0
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source DataCode0
Iterative fully convolutional neural networks for automatic vertebra segmentation and identificationCode0
An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image SegmentationCode0
ISDA: Position-Aware Instance Segmentation with Deformable AttentionCode0
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural NetworksCode0
The Ikshana Hypothesis of Human Scene UnderstandingCode0
iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel SegmentationCode0
IRNet: Instance Relation Network for Overlapping Cervical Cell SegmentationCode0
An expert-driven data generation pipeline for histological imagesCode0
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental SegmentationCode0
IODeep: an IOD for the introduction of deep learning in the DICOM standardCode0
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human visionCode0
Invisible Marker: Automatic Annotation of Segmentation Masks for Object ManipulationCode0
DV3+HED+: A DCNNs-based Framework to Monitor Temporary Works and ESAs in Railway Construction Project Using VHR Satellite ImagesCode0
Inverse Image Frequency for Long-tailed Image RecognitionCode0
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional NetworkCode0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
AdaShare: Learning What To Share For Efficient Deep Multi-Task LearningCode0
DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical 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
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