Prostate
Benchmarks
TaskDatasetSOTA resultTrendResults
Prostate
61.61Macro F1
96
Prostate
88.36DSC (Avg)
46
PROSTATE
95.74Accuracy
32
Prostate dataset (Specimens 65-70)
0.172Chamfer Distance (CD)
30
PROSTATE
0.71Accuracy
20
PROSTATE
0.71RMSE
18
Prostate Task-3
0.686Avg Dice Score
18
Prostate high data similarity (test)
90.18Dice (Client 1)
12
Prostate
194Execution Time (s)
11
Prostate Multi-site collection (test)
84.7Mean Dice
10
Prostate few-shot
64.2Mean Dice Score
9
prostate 10,000 examples (test)
25.2Speedup
8
Prostate MR-T2
96DSC
7
Prostate
0.806Dice Score
7
Prostate GSE46602
98Accuracy
6
Prostate GSE11682
80Accuracy
6
Prostate (test)
88Dice Similarity Coefficient
6
Prostate (Internal val)
96AUC
6
Prostate
100Accuracy
6
Prostate (external val)
86.01DSC
6
Prostate (Mendeley Data)
35R^2
5
Prostate 19 samples (1% labeled)
82.44Dice
5
Prostate
13.306Log Det(J)
5
Prostate (test)
78.07Dice Score (BIDMC Center)
5
Prostate 20 labels
87.16DSC
5