DDSM
Benchmarks
TaskDatasetSOTA resultTrendResults
CBIS-DDSM (5-fold cross-validation)
84AUROC
12
Mini-DDSM (3-Cls)
78.42Sensitivity
11
DDSM to INBreast (test)
25Recall @ 0.05
11
DDSM to In-house (test)
19Recall @ FPR=0.05
11
In-house to DDSM
3R@0.05
11
Mini-DDSM Three-Class (test)
0.849AUC-ROC
10
DDSM (test)
0.845AUC
10
DDSM (test)
95.8AUC
10
DDSM
0.192Mean TIoU
10
cbis-ddsm
66.29Accuracy
5
CBIS-DDSM
77.8F-D Score
5
DDSM+ 13% imratio (test)
0.954AUC
4