Synapse
Benchmarks
TaskDatasetSOTA resultTrendResults
Synapse (test)
86.73Dice
123
Synapse multi-organ CT (test)
91.94DSC (Aorta)
108
Synapse
87.83Average DSC
77
Synapse multi-organ segmentation (test)
0.874Avg DSC
66
Synapse
87.98Average DSC
47
Synapse (20% labeled)
68.49Average Dice Score
39
Synapse
85.07Average DSC
29
Synapse multi-organ CT
95.77DSC (Spleen)
24
Synapse multi-organ
86.08Average DICE
24
Synapse multi-organ CT MICCAI 2015 (test)
85.09Average DSC
23
Synapse 12 scans (val)
95.77Spleen DSC
20
Synapse 20% labeled data (test)
66.45Avg. Dice
16
Synapse seven-shot
71.19DICE
16
Synapse (20% labeled)
68.84Dice Score
14
Synapse (30%)
0.748Dice
14
Synapse (15%)
66.3Dice
14
Synapse (test)
71.2Avg. Dice
12
Synapse multi-organ four-fold cross-validation (official)
89.55Aorta DSC
10
Synapse
72.78mIoU
9
Synapse 10% label
0.667DSC
7
Synapse (5% label)
56.1DSC
7
Synapse multi-organ CT
0.812Dice Score
5
Synapse
—Primary metric
0