SOTAVerified

Segmentation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5201–5250 of 13072 papers

TitleStatusHype
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense PredictionCode0
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training—0
An Explainable Proxy Model for Multiabel Audio Segmentation—0
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models—0
DeepThalamus: A novel deep learning method for automatic segmentation of brain thalamic nuclei from multimodal ultra-high resolution MRI—0
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation—0
Vertical Federated Image Segmentation—0
Compositional Oil Spill Detection Based on Object Detector and Adapted Segment Anything Model from SAR Images—0
Combining Image- and Geometric-based Deep Learning for Shape Regression: A Comparison to Pixel-level Methods for Segmentation in Chest X-Ray—0
Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound DiagnosisCode0
Development of RLK-Unet: a clinically favorable deep learning algorithm for brain metastasis detection and treatment response assessmentCode0
Semi-Supervised Semantic Segmentation using Redesigned Self-Training for White Blood Cells—0
An automated framework for brain vessel centerline extraction from CTA imagesCode0
Plug-in for visualizing 3D tool tracking from videos of Minimally Invasive Surgeries—0
Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet—0
Learning Segmented 3D Gaussians via Efficient Feature Unprojection for Zero-shot Neural Scene Segmentation—0
Leveraging Frequency Domain Learning in 3D Vessel Segmentation—0
Latency-aware Road Anomaly Segmentation in Videos: A Photorealistic Dataset and New Metrics—0
Transformer-CNN Fused Architecture for Enhanced Skin Lesion Segmentation—0
Enhanced Muscle and Fat Segmentation for CT-Based Body Composition Analysis: A Comparative Study—0
Segment anything model (SAM) for brain extraction in fMRI studiesCode0
An Automatic Cascaded Model for Hemorrhagic Stroke Segmentation and Hemorrhagic Volume Estimation—0
Learning to Prompt Segment Anything Models—0
MST: Adaptive Multi-Scale Tokens Guided Interactive SegmentationCode0
Multi-scale attention-based instance segmentation for measuring crystals with large size variation—0
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent PredictionCode0
Systematic review of image segmentation using complex networks—0
Complementary Information Mutual Learning for Multimodality Medical Image Segmentation—0
3D Open-Vocabulary Panoptic Segmentation with 2D-3D Vision-Language Distillation—0
BLADE: Box-Level Supervised Amodal Segmentation through Directed Expansion—0
Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement—0
Modality Exchange Network for Retinogeniculate Visual Pathway Segmentation—0
LESEN: Label-Efficient deep learning for Multi-parametric MRI-based Visual Pathway SegmentationCode0
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal RepresentationsCode0
Train-Free Segmentation in MRI with Cubical Persistent HomologyCode0
GBSS:a global building semantic segmentation dataset for large-scale remote sensing building extraction—0
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-training—0
Open-Vocabulary 3D Semantic Segmentation with Foundation Models—0
Mind Marginal Non-Crack Regions: Clustering-Inspired Representation Learning for Crack Segmentation—0
Diffuse Attend and Segment: Unsupervised Zero-Shot Segmentation using Stable Diffusion—0
Unlocking the Potential of Pre-trained Vision Transformers for Few-Shot Semantic Segmentation through Relationship DescriptorsCode0
Hierarchical Histogram Threshold Segmentation - Auto-terminating High-detail Oversegmentation—0
Teeth-SEG: An Efficient Instance Segmentation Framework for Orthodontic Treatment based on Multi-Scale Aggregation and Anthropic Prior Knowledge—0
Jack of All Tasks Master of Many: Designing General-Purpose Coarse-to-Fine Vision-Language Model—0
Cross-Dimension Affinity Distillation for 3D EM Neuron SegmentationCode0
PSDPM: Prototype-based Secondary Discriminative Pixels Mining for Weakly Supervised Semantic SegmentationCode0
Learning to Segment Referred Objects from Narrated Egocentric Videos—0
HOIST-Former: Hand-held Objects Identification Segmentation and Tracking in the Wild—0
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures—0
Addressing Background Context Bias in Few-Shot Segmentation through Iterative Modulation—0
Show:102550
← PrevPage 105 of 262Next →
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