BreakHis
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
BreakHis V1 (test)
91.95Accuracy
5
BreaKHis Scenario 2 x8
30.64PSNR
5
BreaKHis Scenario 2 x4
36.79PSNR
5
BreaKHis Scenario 2, x2
42.3PSNR
5
BreaKHis Scenario 1 x8
30.02PSNR
5
BreaKHis Scenario 1 x4
35.15PSNR
5
BreakHis (test)
89.37Macro F1 (Test)
5
BreakHis
79.1Overall Accuracy
5
BreakHis
98.3bACC
5
BreaKHis 400X magnification
88.67Accuracy
4
BreaKHis 200X magnification
92.8Accuracy
4
BreaKHis 100X magnification
96.88Accuracy
4
BreaKHis 40X magnification
98.25Accuracy
4
BreakHis
0.054MPE (Novel)
4
BreakHis
81.1Checklist Pass Rate
3
BreaKHis All-Magnification
96.97Accuracy
2
BreakHis Mean across magnifications
—Primary metric
0
BreakHis 400X
—Primary metric
0
BreakHis 200X
—Primary metric
0
BreakHis 100X
—Primary metric
0
BreakHis 40X
—Primary metric
0