SOTAVerified

Segmentation

Papers

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Showing 3351–3375 of 13072 papers

TitleStatusHype
High-Resolution Building and Road Detection from Sentinel-2—0
Long-form Simultaneous Speech Translation: Thesis Proposal—0
Label-efficient Segmentation via Affinity PropagationCode1
NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep LearningCode0
Loci-Segmented: Improving Scene Segmentation LearningCode0
A Multi-Scale Spatial Transformer U-Net for Simultaneously Automatic Reorientation and Segmentation of 3D Nuclear Cardiac Images—0
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation—0
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation—0
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentationCode0
Pedestrian Accessible Infrastructure Inventory: Assessing Zero-Shot Segmentation on Multi-Mode Geospatial Data for All Pedestrian Types—0
Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation—0
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNNCode0
Automatic segmentation of lung findings in CT and application to Long COVIDCode1
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentationCode0
Re-initialization-free Level Set Method via Molecular Beam Epitaxy Equation Regularization for Image Segmentation—0
Timestamp-supervised Wearable-based Activity Segmentation and Recognition with Contrastive Learning and Order-Preserving Optimal Transport—0
Learning to Adapt SAM for Segmenting Cross-domain Point Clouds—0
Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration—0
SSG2: A new modelling paradigm for semantic segmentationCode1
RT-SRTS: Angle-Agnostic Real-Time Simultaneous 3D Reconstruction and Tumor Segmentation from Single X-Ray ProjectionCode0
Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors—0
Image2PCI -- A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from ImagesCode0
Fine-Grained Annotation for Face Anti-Spoofing—0
3D TransUNet: Advancing Medical Image Segmentation through Vision TransformersCode4
Impact of Label Types on Training SWIN Models with Overhead Imagery—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