LUNA
Benchmarks
TaskDatasetSOTA resultTrendResults
LUNA
8.4Odds Ratio (OR)
28
LUNA16
29.41PSNR
24
LUNA16 Chest (test)
31.86PSNR
21
LUNA16 Chest
30.12VIF
21
LUNA16 100% labels
93.7Dice Score
20
LUNA16 (10% labels)
93.5Dice Coefficient
20
LUNA16
0.733AUC
16
LUNA16 Chest
31.86PSNR (dB)
15
LUNA16
97.73Dice
13
LUNA16 (val)
0.985AUC
12
LUNA16 (test)
0.3Inference Time (s)
10
LUNA16 10-View
30.01PSNR
10
LUNA16 Chest CT (8-View)
29.46PSNR
10
LUNA16 Chest CT 6-View
28.48PSNR
10
LUNA16 1.0 (Official)
95.7Sensitivity @ 1 FPs/scan
10
LUNA 16 (test)
29.35PSNR (36-view)
9
LUNA25
82AUROC (Binary)
8
IF-LUNA16
45.5mAP
8
LUNA (test)
99.44Sensitivity
8
LUNA25
0.75FID
7
LUNA16
0.1MAE
5
LUNA
98.68Accuracy
5
LUNA16 (train)
0.004FID
4
LUNA16 Lung
97.02Dice
2
LUNA 16
—Primary metric
0