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Nuclei Classification research benchmarks · SOTA2 Research

Nuclei Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

73Neoplastic F1 Score

31

Jun 30, 2026

PanNuke (official three-fold splits)

75Precision (Neo)

18

Mar 31, 2026

87.3Accuracy

10

Feb 26, 2026

71.9Accuracy

10

Feb 26, 2026

Full-supervised

16.7F1 (Eosinophil)

7

Feb 26, 2026

EndoNuke (test)

85Fd

6

Feb 26, 2026

80Fd

6

Feb 26, 2026

0.699Fd

6

Feb 26, 2026

GlaS transfer from Dpath (test)

Full-supervised

67.5Detection Score

5

Feb 26, 2026

Popular datasets

PanNuke GLAS CoNSeP Dpath GLySAC

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