SOTAVerified

Segmentation

Papers

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Showing 726–750 of 13072 papers

TitleStatusHype
Data-driven Detection and Evaluation of Damages in Concrete Structures: Using Deep Learning and Computer Vision—0
Efficient Segmentation of Search Markets—0
MedicoSAM: Towards foundation models for medical image segmentationCode1
Advancing Oyster Phenotype Segmentation with Multi-Network Ensemble and Multi-Scale mechanism—0
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation—0
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation—0
Enhancing Brain Tumor Segmentation Using Channel Attention and Transfer learningCode0
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student AttentionCode1
No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling—0
GAUDA: Generative Adaptive Uncertainty-guided Diffusion-based Augmentation for Surgical Segmentation—0
Hierarchical LoG Bayesian Neural Network for Enhanced Aorta SegmentationCode0
Surface-SOS: Self-Supervised Object Segmentation via Neural Surface RepresentationCode0
Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural NetworksCode1
The R-Vessel-X ProjectCode1
Multi-Modal Attention Networks for Enhanced Segmentation and Depth Estimation of Subsurface Defects in Pulse ThermographyCode0
Image Segmentation with transformers: An Overview, Challenges and Future—0
Bayesian Multifractal Image Segmentation—0
Relation U-Net—0
Few-Shot Adaptation of Training-Free Foundation Model for 3D Medical Image Segmentation—0
SimGen: A Diffusion-Based Framework for Simultaneous Surgical Image and Segmentation Mask Generation—0
The Devil is in Temporal Token: High Quality Video Reasoning SegmentationCode2
Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation—0
Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging—0
Threshold Attention Network for Semantic Segmentation of Remote Sensing Images—0
SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports ContextsCode0
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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