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Nuclei Detection and Classification research benchmarks · SOTA2 Research

Nuclei Detection and Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

PUMA Challenge Track 2 (test)

28.04Average F1

10

May 13, 2026

Prompt-based Grouping Transformer (PGT)

30.1F1 (Neuron)

8

Feb 26, 2026

Prompt-based Grouping Transformer (PGT)

47.3F1 (Inflammatory)

8

Feb 26, 2026

Prompt-based Grouping Transformer (PGT)

62.3F1 (Inflammatory)

8

Feb 26, 2026

51Neu Score

6

May 13, 2026

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BRCA CoNSeP Lizard CONIC PUMA Challenge

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