GLAS
Benchmarks
TaskDatasetSOTA resultTrendResults
GlaS
96.91Dice
134
GlaS
90.62Dice
59
GlaS
0.868mIoU
58
GlaS (test)
93.94Dice Score
56
GLAS
92.35DSC
28
GlaS
98.75Accuracy
26
GlaS (test)
91.49F1 Score
22
GlaS Challenge Dataset (test A)
92F1 Score
20
GlaS 2017 (test)
89.97Dice Coefficient
19
GlaS (test)
72.1Dice Coefficient
19
GLaS (test)
76.06mIoU
13
GlaS Histopathology (test)
78.63IoU
12
GlaS (test)
95.8PxAP
12
GlaS (test)
100Accuracy
11
GlaS MICCAI 2015 (test B)
91.55Accuracy
10
GlaS MICCAI 2015 (test A)
92.96Accuracy
10
GlaS (three fixed-seed random data splits)
88.72IoU
8
GlaS (5-fold cross val)
85.2Dice
8
GlaS
83.25Dice Score
8
GlaS center-wise (test)
100CL Score
6
GlaS center-wise (test)
88.8PxAP
6
GlaS (internal held-out)
89.3Dice Score
5
GlaS (testB)
73.45F1 Score
5
GlaS (testA)
0.904F-score
5
GlaS transfer from Dpath (test)
67.5Detection Score
5