LUNA16
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LUNA16 -> C19-CT (test)
92.6Dice Score
18
LUNA16 (test)
30.59W-PSNR
15
LUNA16 1% labels
83.7DSC (%)
12
LUNA16 external (test)
0.86AUC
12
LUNA16 (val)
77.7IoU
12
LUNA16 (10 folds)
42.05Mean DSC
11
LUNA16 Masked region
25.148FID
5
LUNA16 Full Image
40.086FID
5
LUNA16
74.3AUC
2
LUNA16 Full (Average)
0.986Dice Score
2
LUNA16 Full (Split 3)
98.76Dice Score
2
LUNA16 Full (Split 2)
98.7Dice Score
2
LUNA16 Full (Split 1)
98.6Dice Score
2
LUNA16 Full (Split 0)
0.985Dice Score
2
LUNA16 Filtered (10 poor scans removed) (Average)
98.65Dice Score
2
LUNA16 Filtered (10 poor scans removed) (Split 3)
98.76Dice Score
2
LUNA16 Filtered (10 poor scans removed) (Split 2)
0.987Dice Score
2
LUNA16 Filtered (10 poor scans removed) (Split 1)
98.61Dice Score
2
LUNA16 Filtered (10 poor scans removed) (Split 0)
98.5Dice Score
2