TN3K
Benchmarks
TaskDatasetSOTA resultTrendResults
TN3K
85.48Dice Coefficient
37
TN3K
88.9DSC
34
TN3K (test)
84.17Dice Score
30
TN3K (test)
84.7Dice
25
TN3K
54AP
19
TN3K
89AUROC
19
TN3K
91.2Dice Coefficient
18
Nodule TN3K (100 random splits)
7,481Interval Size
18
TN3K
68.01A@0.5
16
TN3K 100 samples (train)
66.16DICE
16
TN3K 25 samples (train)
60.13DICE Score
16
TN3K (unseen)
62.09Dice
14
TN3K
86.01DSC
13
TN3K
84.1AUROC
12
TN3K
34.26PSNR
11
TN3K (fold 5)
75.06Dice Score
10
TN3K 1.0 (test)
84.43mDice
9
TN3K 37
86.94DSC
8
TN3K
81.5AUROC
6
TN3K
77.2AUROC
6
TN3K (test)
82.08Accuracy
5
TN3K 23 labeled samples (1%)
65.07Dice Score
5
TN3K
87.05DSC
4
TN3K (external)
40.8Dice
2