SOTAVerified

Segmentation

Papers

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Showing 5101–5125 of 13072 papers

TitleStatusHype
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound—0
Sparse Anatomical Prompt Semi-Supervised Learning with Masked Image Modeling for CBCT Tooth Segmentation—0
Multi-Scale Semantic Segmentation with Modified MBConv Blocks—0
Pushing the limits of cell segmentation models for imaging mass cytometryCode0
Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing—0
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation—0
Energy-based Domain-Adaptive Segmentation with Depth Guidance—0
An Exploration of Clustering Algorithms for Customer Segmentation in the UK Retail Market—0
A new method for optical steel rope non-destructive damage detection—0
A Comprehensive Approach to Diagnosing Temporomandibular Joint Diseases: AI-driven TMD Diagnostic System—0
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical SegmentationCode0
Instance Segmentation XXL-CT Challenge of a Historic Airplane—0
CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation—0
HoughToRadon Transform: New Neural Network Layer for Features Improvement in Projection Space—0
FDNet: Frequency Domain Denoising Network For Cell Segmentation in Astrocytes Derived From Induced Pluripotent Stem Cells—0
Deep Spectral Improvement for Unsupervised Image Instance SegmentationCode0
SPCTNet: A Series-Parallel CNN and Transformer Network for 3D Medical Image Segmentation—0
A Truly Joint Neural Architecture for Segmentation and Parsing—0
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation—0
3D Lymphoma Segmentation on PET/CT Images via Multi-Scale Information Fusion with Cross-Attention—0
Generalizable Entity Grounding via Assistance of Large Language Model—0
Polyp-DAM: Polyp segmentation via depth anything modelCode0
DiffVein: A Unified Diffusion Network for Finger Vein Segmentation and Authentication—0
CoFiNet: Unveiling Camouflaged Objects with Multi-Scale Finesse—0
A Contrario Paradigm for YOLO-based Infrared Small Target Detection—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