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Virtual Staining research benchmarks – Page 2 · SOTA2 Research

Virtual Staining

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MIST Ki67 (test)

76.97Rp

7

Jun 11, 2026

MIST Averaged across HER2, ER, PR, Ki67 domains Final results after continual learning

48.385FID

6

Jul 7, 2026

MIST HER2 1,000 images (test)

34.5FID

6

Mar 16, 2026

BCI 977 images (test)

34.6FID

5

Mar 16, 2026

MIST ER 1,000 (test)

29.2FID

5

Mar 16, 2026

0.254SSIM

4

May 20, 2026

MIST PR 1,000 (test)

29FID

4

Mar 16, 2026

MIST Ki67 1,000 images (test)

27.2FID

4

Mar 16, 2026

0.294SSIM

3

May 20, 2026

IHC4BC ER 1.0 (test)

48.4SSIM

3

May 20, 2026

IHC4BC PR 1.0 (test)

0.504SSIM

2

May 20, 2026

IHC4BC Ki67 1.0 (test)

0.41SSIM

2

May 20, 2026

Page 2 of 2

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MIST BCI IHC4BC MIST-ER MIST-Ki67

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