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Papers Benchmarks Datasets Tasks

Quantitative Phase Imaging research benchmarks · SOTA2 Research

Quantitative Phase Imaging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Clinical urine microscopy through-focus brightfield images

4MAE

20

Feb 26, 2026

Red Blood Cells Through-Focus Brightfield Images

90MS-SSIM

15

Feb 26, 2026

Red Blood Cells Through-Focus Brightfield Images (Sample 1, 2, 3)

0.06MAE

15

Feb 26, 2026

Clinical Brightfield images (Sample 3)

85.1MS-SSIM

3

Mar 24, 2026

Clinical Brightfield images (Sample 2)

74.2MS-SSIM

3

Mar 24, 2026

Clinical Brightfield images (Sample 1)

0.892MS-SSIM

3

Mar 24, 2026

0.943MS-SSIM

3

Mar 24, 2026

HCOCO Synthetic (test)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

Clinical Brightfield images HCOCO Red Blood Cells Clinical urine microscopy through-focus brightfield images Red Blood Cells Through-Focus Brightfield Images

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