SOTAVerified

Segmentation

Papers

Showing 32013225 of 13072 papers

TitleStatusHype
AdaptIS: Adaptive Instance Selection NetworkCode0
An Arbitrary-Modal Fusion Network for Volumetric Cranial Nerves Tract SegmentationCode0
2017 Robotic Instrument Segmentation ChallengeCode0
An application of cascaded 3D fully convolutional networks for medical image segmentationCode0
MIScnn: A Framework for Medical Image Segmentation with Convolutional Neural Networks and Deep LearningCode0
An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood VesselsCode0
BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentationCode0
MinneApple: A Benchmark Dataset for Apple Detection and SegmentationCode0
BCS-Net: Boundary, Context and Semantic for Automatic COVID-19 Lung Infection Segmentation from CT ImagesCode0
UKAN-EP: Enhancing U-KAN with Efficient Attention and Pyramid Aggregation for 3D Multi-Modal MRI Brain Tumor SegmentationCode0
Minimizing Supervision for Free-space SegmentationCode0
Microscopy Cell Segmentation via Adversarial Neural NetworksCode0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence MicroscopyCode0
Analyzing Byte-Pair Encoding on Monophonic and Polyphonic Symbolic Music: A Focus on Musical Phrase SegmentationCode0
Microscopy Cell Segmentation via Convolutional LSTM NetworksCode0
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient SupervisionCode0
Analysis of the performance of U-Net neural networks for the segmentation of living cellsCode0
MGNiceNet: Unified Monocular Geometric Scene UnderstandingCode0
MIAS-SAM: Medical Image Anomaly Segmentation without thresholdingCode0
Bayesian QuickNAT: Model Uncertainty in Deep Whole-Brain Segmentation for Structure-wise Quality ControlCode0
Adapting Segment Anything Model (SAM) to Experimental Datasets via Fine-Tuning on GAN-based Simulation: A Case Study in Additive ManufacturingCode0
Methods for the frugal labeler: Multi-class semantic segmentation on heterogeneous labelsCode0
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel WeightingCode0
Meta-Learners for Few-Shot Weakly-Supervised Medical 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