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Prostate cancer

Benchmarks

Task NameDataset NameSOTA ResultTrend
Cancer DetectionProstate Cancer Cross-context Average
B-A Score96.16
11
Cancer DetectionProstate Cancer 1 x 1 mm^2 regional
B-A Score97.26
11
Cancer DetectionProstate Cancer 2 x 2 mm^2 regional
B-A Score95.01
11
Cancer DetectionProstate Cancer 4 x 4 mm^2 regional
B-A Score96.15
11
Cancer DetectionProstate Cancer Slide-level
B-A Score99.46
11
Patch-level classificationProstate cancer (test)
Bal. Acc80.1
7
Cost-sensitive classificationProstate cancer dataset real data
Total Loss0.4212
6
ClusteringProstate Cancer
ARI0.669
4
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