SOTAVerified

Segmentation

Papers

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Showing 1151–1200 of 13072 papers

TitleStatusHype
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning—0
MBDRes-U-Net: Multi-Scale Lightweight Brain Tumor Segmentation NetworkCode0
Free-Mask: A Novel Paradigm of Integration Between the Segmentation Diffusion Model and Image Editing to Improve Segmentation Ability—0
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
OnlineTAS: An Online Baseline for Temporal Action SegmentationCode0
Guided Synthesis of Labeled Brain MRI Data Using Latent Diffusion Models for Segmentation of Enlarged Ventricles—0
Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization—0
MV-Adapter: Enhancing Underwater Instance Segmentation via Adaptive Channel Attention—0
On Deep Learning for Geometric and Semantic Scene Understanding Using On-Vehicle 3D LiDARCode2
ZIM: Zero-Shot Image Matting for AnythingCode3
A lightweight Convolutional Neural Network based on U shape structure and Attention Mechanism for Anterior Mediastinum Segmentation—0
Detection and tracking of gas plumes in LWIR hyperspectral video sequence data—0
Continuous and complete liver vessel segmentation with graph-attention guided diffusion—0
Cross-modal semantic segmentation for indoor environmental perception using single-chip millimeter-wave radar raw data—0
Lung tumor segmentation in MRI mice scans using 3D nnU-Net with minimum annotations—0
SpineFM: Leveraging Foundation Models for Automatic Spine X-ray SegmentationCode1
MLLA-UNet: Mamba-like Linear Attention in an Efficient U-Shape Model for Medical Image SegmentationCode1
COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered ScenesCode1
Image Synthesis with Class-Aware Semantic Diffusion Models for Surgical Scene Segmentation—0
Continuous Spatio-Temporal Memory Networks for 4D Cardiac Cine MRI SegmentationCode0
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic SegmentationCode2
Compositional Segmentation of Cardiac Images Leveraging MetadataCode0
Towards Population Scale Testis Volume Segmentation in DIXON MRI—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
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation—0
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic SegmentationCode1
Vascular Segmentation of Functional Ultrasound Images using Deep Learning—0
Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning—0
KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation—0
KaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel SegmentationCode0
Topology-aware Mamba for Crack Segmentation in StructuresCode1
Beyond Point Annotation: A Weakly Supervised Network Guided by Multi-Level Labels Generated from Four-Point Annotation for Thyroid Nodule Segmentation in Ultrasound ImageCode1
Toward Generalizable Multiple Sclerosis Lesion Segmentation Models—0
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment—0
Review of wavelet-based unsupervised texture segmentation, advantage of adaptive wavelets—0
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization—0
DL-Polycube: Deep learning enhanced polycube method for high-quality hexahedral mesh generation and volumetric spline constructionCode0
Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks—0
Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation—0
SegLLM: Multi-round Reasoning Segmentation—0
Enhancing pretraining efficiency for medical image segmentation via transferability metricsCode0
Cellpose+, a morphological analysis tool for feature extraction of stained cell imagesCode0
SMITE: Segment Me In TimECode3
Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-ViewsCode0
E2E-Swin-Unet++: An Enhanced End-to-End Swin-Unet Architecture With Dual Decoders For PTMC Segmentation—0
Gaze-Assisted Medical Image SegmentationCode1
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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