PPMI
Benchmarks
TaskDatasetSOTA resultTrendResults
PPMI
98.6Accuracy
43
PPMI
82.69Accuracy
23
PPMI CN vs Prodromal vs PD (5-fold cross-validation)
76.8Accuracy
20
PPMI
83.7F1 Score
15
PPMI-24 (test)
98.9Accuracy
13
PPMI (evaluation set)
0.014FID
12
PPMI-24
98.2Accuracy
8
PPMI Out-of-distribution
61.15Accuracy
6
PPMI (one fold)
67Gmean
6
PPMI
81.5Dice (cerebral WM)
5
PPMI cohort (N = 120)
-0.02Pearson's r
4
PPMI cohort (N = 114)
0.021Pearson's r
4
PPMI cohort (N=291)
-0.041Pearson's r
4
PPMI+
49ACC
4
PPMI
0.698Accuracy
3
PPMI
96.6Accuracy
2
PPMI-24 (test)
98.9Accuracy
2
PPMI
96.78Accuracy
1
PPMI
99.44Accuracy
1
PPMI
96.8Accuracy
1
PPMI-24
98.2Top-1 Acc
1