PROMISE
Benchmarks
TaskDatasetSOTA resultTrendResults
Promise12
90.55DSC
48
PROMISE12
88.8Dice Coefficient
34
PROMISE12 (test)
87.99DSC
23
PROMISE12 (test)
88.74Dice
20
Promise12 MSBench
93.25mIoU
19
PROMISE original (10-fold cross val)
94FR Precision
15
PROMISE original (10-fold cross-validation)
100F1 Score (A)
13
PROMISE High Ratio (1/5) v1
77.5IoU
9
PROMISE Medium Ratio (1/10) v1
78.4IoU
9
PROMISE Low Ratio 1-16 v1
77.7Mean IoU
9
PROMISE12 8% labeled
77.24DSC
9
PROMISE Prostate Baseline (evaluated folds)
89.8Dice Coefficient
8
PROMISE12 10% labeled ratio (test)
83.35Dice
6
PROMISE12 5% labeled ratio (test)
0.836Dice
6
PROMISE 2012 (test)
84.36Challenge Score
6
PROMISE12 (3 labeled scans)
81.26Mean Dice
5
PROMISE12 3D transversal T2-weighted MR images (test)
80.83Dice
5
PROMISE
94Dice Coefficient
4