SOTAVerified

Segmentation

Papers

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Showing 3201–3250 of 13072 papers

TitleStatusHype
Correlation-aware active learning for surgery video segmentation—0
ConeQuest: A Benchmark for Cone Segmentation on MarsCode0
Benchmarking Individual Tree Mapping with Sub-meter Imagery—0
SAMIHS: Adaptation of Segment Anything Model for Intracranial Hemorrhage SegmentationCode1
Unsupervised segmentation of irradiationx2010induced orderx2010disorder phase transitions in electron microscopyCode0
FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures—0
GlanceSeg: Real-time microaneurysm lesion segmentation with gaze-map-guided foundation model for early detection of diabetic retinopathy—0
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM)Code0
Level Set KSVD—0
Defining the boundaries: challenges and advances in identifying cells in microscopy images—0
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
Processing and Segmentation of Human Teeth from 2D Images using Weakly Supervised Learning—0
Multi-task learning for joint weakly-supervised segmentation and aortic arch anomaly classification in fetal cardiac MRICode0
Robust semi-supervised segmentation with timestep ensembling diffusion models—0
Sketch-based Video Object Segmentation: Benchmark and Analysis—0
SegReg: Segmenting OARs by Registering MR Images and CT AnnotationsCode1
FDNet: Feature Decoupled Segmentation Network for Tooth CBCT Image—0
CrashCar101: Procedural Generation for Damage Assessment—0
3DFusion, A real-time 3D object reconstruction pipeline based on streamed instance segmented data—0
Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks—0
Deep learning segmentation of fibrous cap in intravascular optical coherence tomography images—0
Diagonal Hierarchical Consistency Learning for Semi-supervised Medical Image Segmentation—0
U3DS^3: Unsupervised 3D Semantic Scene Segmentation—0
Adaptive-Labeling for Enhancing Remote Sensing Cloud Understanding—0
Transformer-based Model for Oral Epithelial Dysplasia Segmentation—0
SAMVG: A Multi-stage Image Vectorization Model with the Segment-Anything Model—0
SeaTurtleID2022: A long-span dataset for reliable sea turtle re-identification—0
Retinal OCT Synthesis with Denoising Diffusion Probabilistic Models for Layer Segmentation—0
Learning the What and How of Annotation in Video Object Segmentation—0
Lidar Annotation Is All You NeedCode1
Transfer learning from a sparsely annotated dataset of 3D medical imagesCode1
A 3D generative model of pathological multi-modal MR images and segmentationsCode1
Improved Topological Preservation in 3D Axon Segmentation and Centerline Detection using Geometric Assessment-driven Topological Smoothing (GATS)—0
Multiclass Segmentation using Teeth Attention Modules for Dental X-ray Images—0
3D EAGAN: 3D edge-aware attention generative adversarial network for prostate segmentation in transrectal ultrasound images—0
Unsupervised Region-Growing Network for Object Segmentation in Atmospheric Turbulence—0
Leveraging point annotations in segmentation learning with boundary loss—0
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor DetectionCode1
COLA: COarse-LAbel multi-source LiDAR semantic segmentation for autonomous driving—0
Rethinking Evaluation Metrics of Open-Vocabulary SegmentaionCode3
Pelvic floor MRI segmentation based on semi-supervised deep learning—0
GLaMM: Pixel Grounding Large Multimodal ModelCode2
SegGen: Supercharging Segmentation Models with Text2Mask and Mask2Img Synthesis—0
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward MaximizationCode1
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification—0
PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic Segmentation—0
Smart Traffic Management of Vehicles using Faster R-CNN based Deep Learning Method—0
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound ScalingCode1
Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel 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