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Cancer Detection research benchmarks · SOTA2 Research

Cancer Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.913F1 Score

16

Feb 26, 2026

95F1 Score

16

Feb 26, 2026

Cervical cancer

92.2F1 Score

16

Feb 26, 2026

Prostate Cancer Cross-context Average

96.16B-A Score

11

Apr 15, 2026

Prostate Cancer 1 x 1 mm^2 regional

97.26B-A Score

11

Apr 15, 2026

Prostate Cancer 2 x 2 mm^2 regional

95.01B-A Score

11

Apr 15, 2026

Prostate Cancer 4 x 4 mm^2 regional

96.15B-A Score

11

Apr 15, 2026

Prostate Cancer Slide-level

99.46B-A Score

11

Apr 15, 2026

Micro-US (5-fold cross-validation)

78.4AUROC

5

Feb 26, 2026

Colorectal Cancer Prospective experiment

4.3Cancers per 1000 Screenings

2

Apr 29, 2026

Lung Cancer Prospective experiment

2.1Cancers per 1000 Screenings

2

Apr 29, 2026

Breast Cancer Prospective experiment

1.7Cancers per 1000 Screenings

2

Apr 29, 2026

12-month prospective pilot (426,210 patients)

Traditional (Control)

320,515Invited Patients

2

Apr 29, 2026

Popular datasets

Prostate cancer Lung cancer Breast cancer Colorectal Cancer Cervical Cancer

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