SOTAVerified

Segmentation

Papers

Showing 31913200 of 13072 papers

TitleStatusHype
Benchmarking Scalable Epistemic Uncertainty Quantification in Organ SegmentationCode0
Microscopy Image Segmentation via Point and Shape Regularized Data SynthesisCode0
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease GeneralizationCode0
Benchmarking Label Noise in Instance Segmentation: Spatial Noise MattersCode0
MicroAnalyzer: A Python Tool for Automated Bacterial Analysis with Fluorescence MicroscopyCode0
Adaptive Active Contour Model for Brain Tumor SegmentationCode0
Microscopy Cell Segmentation via Convolutional LSTM NetworksCode0
Microscopy Cell Segmentation via Adversarial Neural NetworksCode0
Microstructural segmentation using a union of attention guided U-Net models with different color transformed imagesCode0
AdaptIS: Adaptive Instance Selection NetworkCode0
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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