ACDC
Benchmarks
TaskDatasetSOTA resultTrendResults
ACDC (test)
94.88Avg DSC
180
ACDC (test)
93.68Avg Dice
162
ACDC (test)
88mIoU
103
ACDC 100 patients total (test)
92.9Dice Score
70
ACDC
91.3RV Score
68
ACDC
92.35DSC (Avg)
65
ACDC (Night)
66.4mIoU
55
ACDC Snow
70.9mIoU
48
ACDC (Rain)
75.3mIoU
48
ACDC (val)
72.7mIoU
47
ACDC
92.4DSC
41
ACDC 10% labeled (test)
91.85Dice
40
ACDC Fog
74.3mIoU
37
ACDC-C (unseen test)
84.08Dice Score
36
ACDC
83.7mIoU
34
ACDC
91.93DSC
33
ACDC
96.1Dice (LV)
33
ACDC (OOD)
80.6DSC
30
ACDC
93.65DSC
30
ACDC 5% labeled (test)
0.888Dice
30
ACDC (5% labeled)
91.85DICE
29
ACDC (test)
93.95Dice
28
ACDC (5-fold cross-validation)
0.898Mean DSC
26
ACDC (test)
89.61Dice
25
ACDC Snow (test)
76.21mIoU
24