BUSI
Benchmarks
TaskDatasetSOTA resultTrendResults
BUSI (test)
91.47Dice
236
BUSI
91.1Dice Score
143
BUSI
97.44Accuracy
131
BUSI
95Accuracy
84
BUSI
87.7Dice Score
53
BUSI
75.8IoU
41
BUSI
93.2Dice Coefficient
33
BUSI (test)
91AUROC (Image)
32
BUSI (test)
0.901Pixel AUROC
28
BUSI
36.539PSNR
24
BUSI (test)
94.89Accuracy
23
BUSI
78.3AP@0.5 (BN)
19
BUSI (val)
85.34Dice Score
16
BUSI
91.4AUROC
16
BUSI
91.8AUROC (pixel-level)
16
BUSI
73.8AUROC
15
BUSI 30% labels
78.74Dice
14
BUSI 10% labels
75.57Dice
14
BUSI 1.0 (test)
86.52Dice
14
BUSI 129 (1/4) labels
74.01DSC (Benign)
14
BUSI 64 (1/8) labels
71.87DSC (Benign)
14
BUSI (test)
42.8IoU (test set)
12
BUSI (test)
90.3Test Accuracy
12
BUSI (five-fold cross-validation)
100Success Rate
12
BUSI
90.5F1 Score
12