SOTAVerified

Segmentation

Papers

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Showing 1026–1050 of 13072 papers

TitleStatusHype
Rapid Distributed Fine-tuning of a Segmentation Model Onboard SatellitesCode0
An Ensemble Approach for Brain Tumor Segmentation and Synthesis—0
Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving—0
HyperSeg: Towards Universal Visual Segmentation with Large Language ModelCode2
SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting—0
cWDM: Conditional Wavelet Diffusion Models for Cross-Modality 3D Medical Image SynthesisCode1
Uncertainty quantification for White Matter Hyperintensity segmentation detects silent failures and improves automated Fazekas quantification—0
SCASeg: Strip Cross-Attention for Efficient Semantic Segmentation—0
ΩSFormer: Dual-Modal Ω-like Super-Resolution Transformer Network for Cross-scale and High-accuracy Terraced Field Vectorization Extraction—0
TAFM-Net: A Novel Approach to Skin Lesion Segmentation Using Transformer Attention and Focal Modulation—0
vesselFM: A Foundation Model for Universal 3D Blood Vessel SegmentationCode2
A Bilayer Segmentation-Recombination Network for Accurate Segmentation of Overlapping C. elegans—0
U-WNO:U-Net-enhanced Wavelet Neural Operator for fetal head segmentation—0
A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical ImagingCode1
Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse HistopathologyCode0
A Performance Increment Strategy for Semantic Segmentation of Low-Resolution Images from Damaged RoadsCode0
Any3DIS: Class-Agnostic 3D Instance Segmentation by 2D Mask Tracking—0
Deformable Mamba for Wide Field of View SegmentationCode1
UltraSam: A Foundation Model for Ultrasound using Large Open-Access Segmentation DatasetsCode2
Recent Trends in Linear Text Segmentation: a Survey—0
Weakly supervised image segmentation for defect-based grading of fresh produceCode0
J-CaPA : Joint Channel and Pyramid Attention Improves Medical Image Segmentation—0
Learn from Foundation Model: Fruit Detection Model without Manual AnnotationCode1
Peritumoral Expansion Radiomics for Improved Lung Cancer ClassificationCode1
Integrating Deep Metric Learning with Coreset for Active Learning in 3D SegmentationCode0
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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