SOTAVerified

Segmentation

Papers

Showing 26762700 of 13072 papers

TitleStatusHype
Boundary-aware Contrastive Learning for Semi-supervised Nuclei Instance SegmentationCode1
REBORN: Reinforcement-Learned Boundary Segmentation with Iterative Training for Unsupervised ASRCode1
Pushing the limits of cell segmentation models for imaging mass cytometryCode0
Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced SegmentationCode1
Energy-based Domain-Adaptive Segmentation with Depth Guidance0
Multi-class Road Defect Detection and Segmentation using Spatial and Channel-wise Attention for Autonomous Road Repairing0
SISP: A Benchmark Dataset for Fine-grained Ship Instance Segmentation in Panchromatic Satellite ImagesCode1
ConUNETR: A Conditional Transformer Network for 3D Micro-CT Embryonic Cartilage Segmentation0
An Exploration of Clustering Algorithms for Customer Segmentation in the UK Retail Market0
A new method for optical steel rope non-destructive damage detection0
CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation0
A Comprehensive Approach to Diagnosing Temporomandibular Joint Diseases: AI-driven TMD Diagnostic System0
Instance Segmentation XXL-CT Challenge of a Historic Airplane0
FDNet: Frequency Domain Denoising Network For Cell Segmentation in Astrocytes Derived From Induced Pluripotent Stem Cells0
HoughToRadon Transform: New Neural Network Layer for Features Improvement in Projection Space0
RRWNet: Recursive Refinement Network for effective retinal artery/vein segmentation and classificationCode1
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical SegmentationCode0
SGS-SLAM: Semantic Gaussian Splatting For Neural Dense SLAMCode3
SPCTNet: A Series-Parallel CNN and Transformer Network for 3D Medical Image Segmentation0
A Truly Joint Neural Architecture for Segmentation and Parsing0
3D Lymphoma Segmentation on PET/CT Images via Multi-Scale Information Fusion with Cross-Attention0
Exploring Intrinsic Properties of Medical Images for Self-Supervised Binary Semantic Segmentation0
Generalizable Entity Grounding via Assistance of Large Language Model0
Deep Spectral Improvement for Unsupervised Image Instance SegmentationCode0
Polyp-DAM: Polyp segmentation via depth anything modelCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8Unverified
2SAMAverage Precision38.9Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69Unverified