SOTAVerified

Segmentation

Papers

Showing 46514660 of 13072 papers

TitleStatusHype
Improving Unsupervised Defect Segmentation by Applying Structural Similarity to AutoencodersCode0
IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNetCode0
Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural NetworksCode0
Improving the generalizability of convolutional neural network-based segmentation on CMR imagesCode0
Explainable Medical Image Segmentation via Generative Adversarial Networks and Layer-wise Relevance PropagationCode0
FAKD: Feature Augmented Knowledge Distillation for Semantic SegmentationCode0
AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling TrainingCode0
Improving the Reliability of Semantic Segmentation of Medical Images by Uncertainty Modeling with Bayesian Deep Networks and Curriculum LearningCode0
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesCode0
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and ProbingCode0
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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