SOTAVerified

Semantic Segmentation

Papers

Showing 64266450 of 14763 papers

TitleStatusHype
DV3+HED+: A DCNNs-based Framework to Monitor Temporary Works and ESAs in Railway Construction Project Using VHR Satellite ImagesCode0
Curriculum Learning for Recurrent Video Object SegmentationCode0
SG-One: Similarity Guidance Network for One-Shot Semantic SegmentationCode0
IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental SegmentationCode0
iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel SegmentationCode0
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
Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural NetworksCode0
Curriculum Prompting Foundation Models for Medical Image SegmentationCode0
Image Clustering with Optimization Algorithms and Color SpaceCode0
Curriculum semi-supervised segmentationCode0
Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image SegmentationCode0
Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human visionCode0
A New Three-stage Curriculum Learning Approach to Deep Network Based Liver Tumor SegmentationCode0
Invisible Marker: Automatic Annotation of Segmentation Masks for Object ManipulationCode0
Inverse Image Frequency for Long-tailed Image RecognitionCode0
Dual Thinking and Logical Processing -- Are Multi-modal Large Language Models Closing the Gap with Human Vision ?Code0
IODeep: an IOD for the introduction of deep learning in the DICOM standardCode0
ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells StatisticsCode0
Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and ClassificationCode0
IRNet: Instance Relation Network for Overlapping Cervical Cell SegmentationCode0
Iterative fully convolutional neural networks for automatic vertebra segmentation and identificationCode0
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image SegmentationCode0
Intra-class Patch Swap for Self-DistillationCode0
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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