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Papers Benchmarks Datasets Tasks

LNDb dataset and benchmarks · SOTA2 Research

Research Datasets

LNDb

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Lung cancer classification

LNDb external v4 (test)

0.81AUC

12

Medical Image Segmentation

LNDb (5-fold cross-validation)

62.4IoU

11

Pulmonary nodule segmentation

LNDb 2019 (test)

71.46DSC

9

Image Distribution Similarity

LNDb v4

1.05FID

7

LNDb v4 (test)

0.51CPM

2

Popular tasks

Medical Image Segmentation Detection Pulmonary nodule segmentation Lung cancer classification Image Distribution Similarity

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