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Papers Benchmarks Datasets Tasks

Nuclei Detection research benchmarks · SOTA2 Research

Nuclei Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PanNuke averaged across three dataset splits

0.88Precision

40

Mar 31, 2026

CircleFormer-D-Joint

53AP

18

Feb 26, 2026

MONKEY Challenge (preliminary)

Team InstanSeg*

41.84FROC (Inflammatory Cells)

8

May 13, 2026

Multi-organ Histopathology (val)

91.3Precision

8

Mar 20, 2026

77.5F1 (Detection)

7

Feb 26, 2026

PanNuke (three-fold cross-validation)

75Neoplastic F1 Score

4

Feb 26, 2026

Popular datasets

PanNuke MoNuSeg Dpath Multi-organ Histopathology MONKEY Challenge

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