SOTAVerified

Segmentation

Papers

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Showing 3251–3275 of 13072 papers

TitleStatusHype
RAFT: Robust Augmentation of FeaTures for Image Segmentation—0
Novel Extraction of Discriminative Fine-Grained Feature to Improve Retinal Vessel SegmentationCode0
UPMAD-Net: A Brain Tumor Segmentation Network with Uncertainty Guidance and Adaptive Multimodal Feature FusionCode0
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation—0
An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract SegmentationCode0
LISAT: Language-Instructed Segmentation Assistant for Satellite Imagery—0
Sim2Real in endoscopy segmentation with a novel structure aware image translationCode0
IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and ClassificationCode0
Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge—0
Spotting the Unexpected (STU): A 3D LiDAR Dataset for Anomaly Segmentation in Autonomous Driving—0
UNet-3D with Adaptive TverskyCE Loss for Pancreas Medical Image Segmentation—0
Segment Any RGB-Thermal Model with Language-aided Distillation—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR ImagesCode0
Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes—0
A Dual-Task Synergy-Driven Generalization Framework for Pancreatic Cancer Segmentation in CT ScansCode0
Monitoring morphometric drift in lifelong learning segmentation of the spinal cord—0
GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation—0
Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging—0
AI-Driven Segmentation and Analysis of Microbial Cells—0
Fine-grained spatial-temporal perception for gas leak segmentationCode0
MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection—0
ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing ImageryCode0
SAM4EM: Efficient memory-based two stage prompt-free segment anything model adapter for complex 3D neuroscience electron microscopy stacksCode0
LymphAtlas- A Unified Multimodal Lymphoma Imaging Repository Delivering AI-Enhanced Diagnostic InsightCode0
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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