SOTAVerified

Segmentation

Papers

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Showing 5451–5500 of 13072 papers

TitleStatusHype
Multi-Task Learning Approach for Unified Biometric Estimation from Fetal Ultrasound Anomaly ScansCode0
Rusty Detection Using Image Processing For Maintenance Of Stations—0
UFPS: A unified framework for partially-annotated federated segmentation in heterogeneous data distributionCode0
CV-Attention UNet: Attention-based UNet for 3D Cerebrovascular Segmentation of Enhanced TOF-MRA ImagesCode0
VertDetect: Fully End-to-End 3D Vertebral Instance Segmentation Model—0
Correlation-aware active learning for surgery video segmentation—0
ConeQuest: A Benchmark for Cone Segmentation on MarsCode0
Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation—0
Benchmarking Individual Tree Mapping with Sub-meter Imagery—0
Defining the boundaries: challenges and advances in identifying cells in microscopy images—0
Level Set KSVD—0
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM)Code0
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy—0
FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures—0
Unsupervised segmentation of irradiationx2010induced orderx2010disorder phase transitions in electron microscopyCode0
Processing and Segmentation of Human Teeth from 2D Images using Weakly Supervised Learning—0
Robust semi-supervised segmentation with timestep ensembling diffusion models—0
Sketch-based Video Object Segmentation: Benchmark and Analysis—0
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRICode0
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point PromptsCode0
PICS in Pics: Physics Informed Contour Selection for Rapid Image Segmentation—0
CrashCar101: Procedural Generation for Damage Assessment—0
3DFusion, A real-time 3D object reconstruction pipeline based on streamed instance segmented data—0
FDNet: Feature Decoupled Segmentation Network for Tooth CBCT Image—0
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation—0
Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images—0
U3DS^3: Unsupervised 3D Semantic Scene Segmentation—0
Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks—0
Adaptive-Labeling for Enhancing Remote Sensing Cloud Understanding—0
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification—0
SAMVG: A Multi-stage Image Vectorization Model with the Segment-Anything Model—0
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation—0
Transformer-based Model for Oral Epithelial Dysplasia Segmentation—0
Learning the What and How of Annotation in Video Object Segmentation—0
Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection using Geometric Assessment-driven Topological Smoothing (GATS)—0
3D EAGAN: 3D edge-aware attention generative adversarial network for prostate segmentation in transrectal ultrasound images—0
Multiclass Segmentation using Teeth Attention Modules for Dental X-ray Images—0
Pelvic floor MRI segmentation based on semi-supervised deep learning—0
Leveraging point annotations in segmentation learning with boundary loss—0
COLA: COarse-LAbel multi-source LiDAR semantic segmentation for autonomous driving—0
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis—0
Unsupervised Region-Growing Network for Object Segmentation in Atmospheric Turbulence—0
PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic Segmentation—0
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification—0
Depth-guided Free-space Segmentation for a Mobile Robot—0
Simulation of acquisition shifts in T2 Flair MR images to stress test AI segmentation networks—0
Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation—0
Leveraging Large-Scale Pretrained Vision Foundation Models for Label-Efficient 3D Point Cloud Segmentation—0
Smart Traffic Management of Vehicles using Faster R-CNN based Deep Learning Method—0
4D-Former: Multimodal 4D Panoptic 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