SOTAVerified

Segmentation

Papers

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Showing 4001–4025 of 13072 papers

TitleStatusHype
MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation NetworkCode0
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks ClusteringCode0
PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation—0
Exploring PCA-based feature representations of image pixels via CNN to enhance food image segmentation—0
A New Logic For Pediatric Brain Tumor SegmentationCode0
Interpretable Embeddings for Segmentation-Free Single-Cell Analysis in Multiplex Imaging—0
Guided Synthesis of Labeled Brain MRI Data Using Latent Diffusion Models for Segmentation of Enlarged Ventricles—0
OnlineTAS: An Online Baseline for Temporal Action SegmentationCode0
Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization—0
Detection and tracking of gas plumes in LWIR hyperspectral video sequence data—0
A lightweight Convolutional Neural Network based on U shape structure and Attention Mechanism for Anterior Mediastinum Segmentation—0
Cross-modal semantic segmentation for indoor environmental perception using single-chip millimeter-wave radar raw data—0
Continuous and complete liver vessel segmentation with graph-attention guided diffusion—0
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention—0
Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations—0
Image Synthesis with Class-Aware Semantic Diffusion Models for Surgical Scene Segmentation—0
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI SegmentationCode0
Towards Population Scale Testis Volume Segmentation in DIXON MRI—0
Compositional Segmentation of Cardiac Images Leveraging MetadataCode0
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation—0
Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI—0
MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation—0
Vascular Segmentation of Functional Ultrasound Images using Deep Learning—0
KaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel SegmentationCode0
Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning—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