Breast
Benchmarks
TaskDatasetSOTA resultTrendResults
Breast
95.6Accuracy
44
Breast
2.19ARI
28
Breast
92.13Accuracy
24
breast (test)
0.088RMSE
16
Breast
84.96Dice Coefficient
15
BrEaST (test)
89.44Accuracy
14
Breast
93Accuracy
13
Breast 30% MCAR
46.1F1 Score
12
Breast
46.7AP
11
Breast
65.9AUC
11
Breast
67.3AUC-ROC
11
Breast
46.9AUC-PR
11
Breast 30% MCAR
17.8Avg Error
11
BrEaST (test)
78.88Concept Accuracy
9
Breast OpenML 45085 (10 outer folds)
0.619G-Mean
9
Breast
75mIoU
8
Breast
97.672Mean F1 Score
8
Breast Sine shift
3.29Classification Error (%)
8
Breast Square shift
3.29Classification Error (%)
8
Breast (test)
95RSA
7
BREAST (test)
0.903AUROC
7
BREAST (test)
0.036Degree MMD
7
Breast GSE10797
80.7Accuracy
6
Breast
88.9SAcc
6
Breast Harmonic Mean
50.3Accuracy
6