SOTAVerified

Segmentation

Papers

Showing 47614770 of 13072 papers

TitleStatusHype
Imperfect Segmentation Labels: How Much Do They Matter?Code0
Evaluating Bayesian Deep Learning Methods for Semantic SegmentationCode0
Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped networkCode0
Impact of Ground Truth Annotation Quality on Performance of Semantic Image Segmentation of Traffic ConditionsCode0
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image SegmentationCode0
Feature Weighting and Boosting for Few-Shot SegmentationCode0
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray imagesCode0
Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-NetCode0
EVA: Exploring the Limits of Masked Visual Representation Learning at ScaleCode0
CANet: Context aware network with dual-stream pyramid for 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