SOTAVerified

Segmentation

Papers

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Showing 1476–1500 of 13072 papers

TitleStatusHype
MSTT-199: MRI Dataset for Musculoskeletal Soft Tissue Tumor SegmentationCode0
Validation of musculoskeletal segmentation model with uncertainty estimation for bone and muscle assessment in hip-to-knee clinical CT images—0
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil InfrastructureCode2
MOSMOS: Multi-organ segmentation facilitated by medical report supervision—0
Evaluation Study on SAM 2 for Class-agnostic Instance-level SegmentationCode1
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation—0
Segmenting Object Affordances: Reproducibility and Sensitivity to ScaleCode0
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation—0
Fed-MUnet: Multi-modal Federated Unet for Brain Tumor SegmentationCode1
GCCRR: A Short Sequence Gait Cycle Segmentation Method Based on Ear-Worn IMU—0
IVGF: The Fusion-Guided Infrared and Visible General Framework—0
MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM—0
A Novel Hybrid Parameter-Efficient Fine-Tuning Approach for Hippocampus Segmentation and Alzheimer's Disease Diagnosis—0
Modifying the U-Net's Encoder-Decoder Architecture for Segmentation of Tumors in Breast Ultrasound Images—0
Change-Aware Siamese Network for Surface Defects Segmentation under Complex BackgroundCode1
Leveraging SeNet and ResNet Synergy within an Encoder-Decoder Architecture for Glioma Detection—0
SMAFormer: Synergistic Multi-Attention Transformer for Medical Image SegmentationCode1
Plant detection from ultra high resolution remote sensing images: A Semantic Segmentation approach based on fuzzy loss—0
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging—0
Generative AI Enables Medical Image Segmentation in Ultra Low-Data RegimesCode2
CondSeg: Ellipse Estimation of Pupil and Iris via Conditioned Segmentation—0
Multi-centric AI Model for Unruptured Intracranial Aneurysm Detection and Volumetric Segmentation in 3D TOF-MRI—0
SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable MannersCode3
Multi-source Domain Adaptation for Panoramic Semantic SegmentationCode0
BEVal: A Cross-dataset Evaluation Study of BEV Segmentation Models for Autonomous DrivingCode0
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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