SOTAVerified

Segmentation

Papers

Showing 11761200 of 13072 papers

TitleStatusHype
Towards Population Scale Testis Volume Segmentation in DIXON MRI0
Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI0
MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation0
FANCL: Feature-Guided Attention Network with Curriculum Learning for Brain Metastases Segmentation0
Lightweight Frequency Masker for Cross-Domain Few-Shot Semantic SegmentationCode1
Vascular Segmentation of Functional Ultrasound Images using Deep Learning0
Robust Segmentation of CPR-Induced Capnogram Using U-net: Overcoming Challenges with Deep Learning0
KA^2ER: Knowledge Adaptive Amalgamation of ExpeRts for Medical Images Segmentation0
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 Models0
Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment0
Review of wavelet-based unsupervised texture segmentation, advantage of adaptive wavelets0
Synth4Seg -- Learning Defect Data Synthesis for Defect Segmentation using Bi-level Optimization0
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 Tasks0
Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation0
SegLLM: Multi-round Reasoning Segmentation0
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 Segmentation0
Gaze-Assisted Medical Image SegmentationCode1
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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