MoNuSeg
Benchmarks
TaskDatasetSOTA resultTrendResults
MoNuSeg
84.17Dice Coefficient
62
MoNuSeg
85.14Dice
37
MoNuSeg
73.2AJI (Object)
35
MoNuSeg (test)
74.04Mean IoU
27
MoNuSeg (test)
53AP
18
MoNuSeg
81.7Dice (Object Level)
17
MoNuSeg transfer from TNBC (test)
79.45Dice Score
16
MoNuSeg
65.7AJI
15
MonuSeg 2018 (unseen)
0.467DSC
14
MoNuSeg
66.8AJI
11
MonuSeg 2018 (test)
46.7DSC
11
MoNuSeg (test)
87.2DQ
10
MoNuSeg (test)
82.85Dice Score
8
MoNuSeg unseen organ 1.0 (test2)
63.06AJI
8
MoNuSeg seen organ 1.0 (test)
0.613AJI
8
MoNuSeg transfer from PanNuke (test)
80.65Dice Score
7
MoNuSeg 2018
48.7AP
7
MoNuSeg limited (train)
60.66bPQ
5
MonuSeg (test)
8User Interaction Time
5
MoNuSeg
83.6F-score
5
MoNuSeg (test)
86.5F1 Score
3
MoNuSeg (5-fold cross val)
—Primary metric
0