SOTAVerified

Segmentation

Papers

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Showing 2151–2175 of 13072 papers

TitleStatusHype
ODC-SA Net: Orthogonal Direction Enhancement and Scale Aware Network for Polyp Segmentation—0
UnSegGNet: Unsupervised Image Segmentation using Graph Neural NetworksCode0
Efficient Pretraining Model based on Multi-Scale Local Visual Field Feature Reconstruction for PCB CT Image Element Segmentation—0
Mask-TS Net: Mask Temperature Scaling Uncertainty Calibration for Polyp Segmentation—0
DynaSeg: A Deep Dynamic Fusion Method for Unsupervised Image Segmentation Incorporating Feature Similarity and Spatial ContinuityCode0
Enhancing surgical instrument segmentation: integrating vision transformer insights with adapterCode1
HC-Mamba: Vision MAMBA with Hybrid Convolutional Techniques for Medical Image Segmentation—0
Joint semi-supervised and contrastive learning enables domain generalization and multi-domain segmentation—0
Weakly-supervised Semantic Segmentation via Dual-stream Contrastive Learning of Cross-image Contextual Information—0
Structured Click Control in Transformer-based Interactive SegmentationCode0
D-TrAttUnet: Toward Hybrid CNN-Transformer Architecture for Generic and Subtle Segmentation in Medical ImagesCode0
MFA-Net: Multi-Scale feature fusion attention network for liver tumor segmentation—0
A Self-Supervised Method for Body Part Segmentation and Keypoint Detection of Rat Images—0
Lumbar Spine Tumor Segmentation and Localization in T2 MRI Images Using AI—0
A New Dataset and Comparative Study for Aphid Cluster Detection and Segmentation in Sorghum Fields—0
PTQ4SAM: Post-Training Quantization for Segment AnythingCode2
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
BetterNet: An Efficient CNN Architecture with Residual Learning and Attention for Precision Polyp SegmentationCode1
On Enhancing Brain Tumor Segmentation Across Diverse Populations with Convolutional Neural NetworksCode0
AC-MAMBASEG: An adaptive convolution and Mamba-based architecture for enhanced skin lesion segmentationCode1
Improve Cross-Modality Segmentation by Treating T1-Weighted MRI Images as Inverted CT Scans—0
Boosting 3D Neuron Segmentation with 2D Vision Transformer Pre-trained on Natural Images—0
Few-Shot Fruit Segmentation via Transfer LearningCode0
SatSwinMAE: Efficient Autoencoding for Multiscale Time-series Satellite Imagery—0
An Attention Based Pipeline for Identifying Pre-Cancer Lesions in Head and Neck Clinical ImagesCode0
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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