LIDC-IDRI
Benchmarks
TaskDatasetSOTA resultTrendResults
LIDC-IDRI
94.84AUC
42
LIDC-IDRI (test)
0.136GED
26
LIDC-IDRI (test)
0.208GED
24
LIDC-IDRI
0.105GED
23
LIDC-IDRI full resolution
0.047Reconstruction Bias
15
LIDC-IDRI Simulated Ultra-Low-Dose CT
31.03PSNR
13
LIDC-IDRI ([100, 1000])
71.3FID
13
LIDC-IDRI ([30, 70])
73.1FID
13
LIDC-IDRI [−500, −200]
52.9FID
13
LIDC-IDRI [−950, −700]
75.8FID
13
LIDC-IDRI (Full-range)
66.8FID
13
LIDC-IDRI
0.046MMD (Full Range)
13
LIDC-IDRI-0001
0.2Error (%)
11
LIDC-IDRI (5-fold cross-val)
69.1IoU
11
LIDC-IDRI 10% Dose
39.39PSNR (dB)
10
LIDC-IDRI 25% Dose
40.99PSNR (dB)
10
LIDC-IDRI
0.232GED
10
LIDC-IDRI (test)
29.06PSNR
9
LIDC-IDRI 7-patient
12.6Mean Error (%)
9
LIDC-IDRI (test)
77.4Dice
9
LIDC-IDRI All Nodules (test folds 1-5)
90.44Accuracy
8
LIDC-IDRI (test)
27.18PSNR
7
LIDC-IDRI
0.75FID
7
LIDC-IDRI
0.01Mean Latency (s)
6
LIDC-IDRI 128^3
1.41FID
6