SOTAVerified

Segmentation

Papers

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Showing 3626–3650 of 13072 papers

TitleStatusHype
Evaluation Kidney Layer Segmentation on Whole Slide Imaging using Convolutional Neural Networks and Transformers—0
INCEPTNET: Precise And Early Disease Detection Application For Medical Images AnalysesCode0
FAU-Net: An Attention U-Net Extension with Feature Pyramid Attention for Prostate Cancer Segmentation—0
SAF-IS: a Spatial Annotation Free Framework for Instance Segmentation of Surgical Tools—0
GenSelfDiff-HIS: Generative Self-Supervision Using Diffusion for Histopathological Image SegmentationCode1
Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations—0
Exploring Limits of Diffusion-Synthetic Training with Weakly Supervised Semantic Segmentation—0
ImmersiveNeRF: Hybrid Radiance Fields for Unbounded Immersive Light Field Reconstruction—0
Channel Attention Separable Convolution Network for Skin Lesion Segmentation—0
FOR-instance: a UAV laser scanning benchmark dataset for semantic and instance segmentation of individual trees—0
ArSDM: Colonoscopy Images Synthesis with Adaptive Refinement Semantic Diffusion ModelsCode1
RevColV2: Exploring Disentangled Representations in Masked Image ModelingCode2
Enhancing Cardiac MRI Segmentation via Classifier-Guided Two-Stage Network and All-Slice Information Fusion Transformer—0
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image SegmentationCode0
Visual-Kinematics Graph Learning for Procedure-agnostic Instrument Tip Segmentation in Robotic Surgeries—0
Contrastive Grouping with Transformer for Referring Image SegmentationCode1
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus SegmentationCode0
dacl10k: Benchmark for Semantic Bridge Damage SegmentationCode1
Unsupervised bias discovery in medical image segmentationCode0
MuraNet: Multi-task Floor Plan Recognition with Relation Attention—0
Bellybutton: Accessible and Customizable Deep-Learning Image Segmentation—0
Segmentação e contagem de troncos de madeira utilizando deep learning e processamento de imagens—0
Self-supervised Semantic Segmentation: Consistency over TransformationCode1
3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression SegmentationCode1
Domain Adaptive Synapse Detection with Weak Point Annotations—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified