LIDC-IDRI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LIDC-IDRI
80Dice
6
LIDC-IDRI (folds 1-5)
90.77Accuracy
6
LIDC-IDRI
0.039MAE
5
LIDC-IDRI (test)
28.83PSNR
4
LIDC-IDRI CT 50 views 50 dB SNR (110 test pairs)
33.99PSNR
4
LIDC-IDRI
75.3MAE
4
LIDC-IDRI 256^3 resolution
2.28FID
3
LIDC-IDRI
0.02Registration Error
3
LIDC-IDRI
3.48Realism
3
LIDC-IDRI
90.4Subtlety Accuracy
3
LIDC-IDRI 19-patient cohort
42.3Mean Error (%)
2
LIDC-IDRI individually confident nodules (test)
93.55Accuracy (Dr 1)
2
LIDC-IDRI doctor's individually confident CTs (patient-level split)
83.03Dr 1 Score
2
LIDC-IDRI FP Set (test folds 1-5)
97.02Accuracy
1
LIDC-IDRI TP Set (test folds 1-5)
81.42Accuracy
1