SOTAVerified

Segmentation

Papers

Showing 32513275 of 13072 papers

TitleStatusHype
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
MIAS-SAM: Medical Image Anomaly Segmentation without thresholdingCode0
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence MicroscopyCode0
Minimizing Supervision for Free-space SegmentationCode0
BACS: Background Aware Continual Semantic SegmentationCode0
2D Multi-Class Model for Gray and White Matter Segmentation of the Cervical Spinal Cord at 7TCode0
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient SupervisionCode0
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical RegionsCode0
Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labelsCode0
MGNiceNet: Unified Monocular Geometric Scene UnderstandingCode0
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel SegmentationCode0
Meta-Learning Initializations for Image SegmentationCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical Image SegmentationCode0
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel WeightingCode0
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical ImagesCode0
Metadata Improves Segmentation Through Multitasking ElicitationCode0
A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging SegmentationCode0
A Weighted Difference of Anisotropic and Isotropic Total Variation for Relaxed Mumford-Shah Color and Multiphase Image SegmentationCode0
Meply: A Large-scale Dataset and Baseline Evaluations for Metastatic Perirectal Lymph Node Detection and SegmentationCode0
Adaptation of Distinct Semantics for Uncertain Areas in Polyp SegmentationCode0
Memory-based Ensemble Learning in CMR Semantic SegmentationCode0
Anatomical Priors for Image Segmentation via Post-Processing with Denoising AutoencodersCode0
Memory-efficient Segmentation of High-resolution Volumetric MicroCT ImagesCode0
Multi Kernel Estimation based Object SegmentationCode0
Average Calibration Error: A Differentiable Loss for Improved Reliability in Image SegmentationCode0
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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