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Segmentation

Papers

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Showing 351–375 of 13072 papers

TitleStatusHype
FLAIRBrainSeg: Fine-grained brain segmentation using FLAIR MRI only—0
Multi-encoder nnU-Net outperforms Transformer models with self-supervised pretraining—0
FADConv: A Frequency-Aware Dynamic Convolution for Farmland Non-agriculturalization Identification and Segmentation—0
Robust Human Registration with Body Part Segmentation on Noisy Point Clouds—0
MedSAM2: Segment Anything in 3D Medical Images and VideosCode4
GraphSeg: Segmented 3D Representations via Graph Edge Addition and ContractionCode0
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation—0
Towards Generalizing Temporal Action Segmentation to Unseen Views—0
SelfMedHPM: Self Pre-training With Hard Patches Mining Masked Autoencoders For Medical Image Segmentation—0
Evaluating and Enhancing Segmentation Model Robustness with Metamorphic Testing—0
Rip Current Segmentation: A Novel Benchmark and YOLOv8 Baseline ResultsCode1
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite ImageryCode2
Benchmark of Segmentation Techniques for Pelvic Fracture in CT and X-ray: Summary of the PENGWIN 2024 Challenge—0
Test-time Adaptation for Foundation Medical Segmentation Model without Parametric Updates—0
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation—0
A topology-preserving three-stage framework for fully-connected coronary artery extractionCode0
Scene-Centric Unsupervised Panoptic SegmentationCode2
From Smør-re-brød to Subwords: Training LLMs on Danish, One Morpheme at a TimeCode0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
Segmentation variability and radiomics stability for predicting Triple-Negative Breast Cancer subtype using Magnetic Resonance Imaging—0
STPNet: Scale-aware Text Prompt Network for Medical Image SegmentationCode1
Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology—0
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions—0
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models—0
Zero-Shot 4D Lidar Panoptic Segmentation—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