SOTAVerified

Segmentation

Papers

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Showing 3451–3500 of 13072 papers

TitleStatusHype
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data—0
Advances in Kidney Biopsy Lesion Assessment through Dense Instance Segmentation—0
SegRCDB: Semantic Segmentation via Formula-Driven Supervised LearningCode1
Photonic Accelerators for Image Segmentation in Autonomous Driving and Defect Detection—0
Superpixel Transformers for Efficient Semantic Segmentation—0
Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling—0
Radar Instance Transformer: Reliable Moving Instance Segmentation in Sparse Radar Point Clouds—0
Voting Network for Contour Levee Farmland Segmentation and Classification—0
Latent Noise Segmentation: How Neural Noise Leads to the Emergence of Segmentation and GroupingCode0
Uncertainty Quantification for Eosinophil Segmentation—0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images—0
Visual In-Context Learning for Few-Shot Eczema Segmentation—0
Learning from SAM: Harnessing a Foundation Model for Sim2Real Adaptation by Regularization—0
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation—0
Style Transfer and Self-Supervised Learning Powered Myocardium Infarction Super-Resolution SegmentationCode0
End-to-End Streaming Video Temporal Action Segmentation with Reinforce LearningCode1
The Robust Semantic Segmentation UNCV2023 Challenge Results—0
Leveraging Topology for Domain Adaptive Road Segmentation in Satellite and Aerial Imagery—0
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning—0
Thalamic nuclei segmentation from T_1-weighted MRI: unifying and benchmarking state-of-the-art methods with young and old cohorts—0
Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks—0
Memory-Efficient Continual Learning Object Segmentation for Long Video—0
Segmentation-Free Streaming Machine TranslationCode0
ZiCo-BC: A Bias Corrected Zero-Shot NAS for Vision Tasks—0
3D Indoor Instance Segmentation in an Open-WorldCode1
MEMO: Dataset and Methods for Robust Multimodal Retinal Image Registration with Large or Small Vessel Density Differences—0
MMA-Net: Multiple Morphology-Aware Network for Automated Cobb Angle Measurement—0
Better Generalization of White Matter Tract Segmentation to Arbitrary Datasets with Scaled Residual Bootstrap—0
Weakly Supervised Semantic Segmentation by Knowledge Graph InferenceCode1
Automatic Animation of Hair Blowing in Still Portrait Photos—0
Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic SegmentationCode1
PARTICLE: Part Discovery and Contrastive Learning for Fine-grained RecognitionCode0
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images—0
AsymFormer: Asymmetrical Cross-Modal Representation Learning for Mobile Platform Real-Time RGB-D Semantic SegmentationCode1
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-FreeCode1
Adversarial Attacks on Video Object Segmentation with Hard Region Discovery—0
Single Image Test-Time Adaptation for Segmentation—0
Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic SegmentationCode1
Autopet Challenge 2023: nnUNet-based whole-body 3D PET-CT Tumour SegmentationCode0
MediViSTA: Medical Video Segmentation via Temporal Fusion SAM Adaptation for EchocardiographyCode1
OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation—0
A SAM-based Solution for Hierarchical Panoptic Segmentation of Crops and Weeds Competition—0
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT ImagesCode0
LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning—0
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous DrivingCode1
Edge Aware Learning for 3D Point Cloud—0
Dual-Reference Source-Free Active Domain Adaptation for Nasopharyngeal Carcinoma Tumor Segmentation across Multiple HospitalsCode1
A mirror-Unet architecture for PET/CT lesion segmentationCode0
Rethinking Superpixel Segmentation from Biologically Inspired Mechanisms—0
GIN: Generative INvariant Shape Prior for Amodal Instance Segmentation—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