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LUNA16

Benchmarks

Task NameDataset NameSOTA ResultTrend
Sparse-View CT ReconstructionLUNA16 (test)
W-PSNR30.59
15
Lung cancer classificationLUNA16 external (test)
AUC0.86
12
Nodule SegmentationLUNA16 (val)
IoU77.7
12
Image GenerationLUNA16 Masked region
FID25.148
5
Image GenerationLUNA16 Full Image
FID40.086
5
Lung Nodule SegmentationLUNA16 Full (Average)
Dice Score0.9864
2
Lung Nodule SegmentationLUNA16 Full (Split 3)
Dice Score98.76
2
Lung Nodule SegmentationLUNA16 Full (Split 2)
Dice Score98.7
2
Lung Nodule SegmentationLUNA16 Full (Split 1)
Dice Score98.6
2
Lung Nodule SegmentationLUNA16 Full (Split 0)
Dice Score0.9848
2
Lung Nodule SegmentationLUNA16 Filtered (10 poor scans removed) (Average)
Dice Score98.65
2
Lung Nodule SegmentationLUNA16 Filtered (10 poor scans removed) (Split 3)
Dice Score98.76
2
Lung Nodule SegmentationLUNA16 Filtered (10 poor scans removed) (Split 2)
Dice Score0.9872
2
Lung Nodule SegmentationLUNA16 Filtered (10 poor scans removed) (Split 1)
Dice Score98.61
2
Lung Nodule SegmentationLUNA16 Filtered (10 poor scans removed) (Split 0)
Dice Score98.5
2
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