SOTAVerified

Semantic Segmentation

Papers

Showing 51015125 of 14763 papers

TitleStatusHype
A Fast Fully Octave Convolutional Neural Network for Document Image SegmentationCode0
Ro-SOS: Metric Expression Network (MEnet) for Robust Salient Object SegmentationCode0
Metadata Improves Segmentation Through Multitasking ElicitationCode0
MELAGE: A purely python based Neuroimaging software (Neonatal)Code0
3D Hierarchical Panoptic Segmentation in Real Orchard Environments Across Different SensorsCode0
Memorizing SAM: 3D Medical Segment Anything Model with Memorizing TransformerCode0
Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic SegmentationCode0
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image SegmentationCode0
Memory-based Ensemble Learning in CMR Semantic SegmentationCode0
Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic SegmentationCode0
Associatively Segmenting Instances and Semantics in Point CloudsCode0
Confidence-Aware Paced-Curriculum Learning by Label Smoothing for Surgical Scene UnderstandingCode0
Medical supervised masked autoencoders: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classificationCode0
AFFSegNet: Adaptive Feature Fusion Segmentation Network for Microtumors and Multi-Organ SegmentationCode0
Conditional Reconstruction for Open-set Semantic SegmentationCode0
Conditional Random Fields as Recurrent Neural NetworksCode0
Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum SynthesisCode0
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging SegmentationCode0
Assessment of Cell Nuclei AI Foundation Models in Kidney PathologyCode0
Medical Image Segmentation Using Deep Learning: A SurveyCode0
Conditional Negative Sampling for Contrastive Learning of Visual RepresentationsCode0
Truly Generalizable Radiograph Segmentation with Conditional Domain AdaptationCode0
MedAI: Transparency in Medical Image SegmentationCode0
MedCL: Learning Consistent Anatomy Distribution for Scribble-supervised Medical Image SegmentationCode0
Medical Image Segmentation Using Directional Window AttentionCode0
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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