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Papers Benchmarks Datasets Tasks

NuCLS dataset and benchmarks · SOTA2 Research

Research Datasets

NuCLS

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

NuCLS super

93.2AUC

11

Medical Image Segmentation

NuCLS

93.6Average Coverage

5

Cell-level type identification

NuCLS super

48.04Test Balanced Accuracy

5

Cell-level type identification

NuCLS main

28.06Test Balanced Accuracy

5

Cell-level type identification

NuCLS super

79.34AUROC

5

Cell-level type identification

NuCLS main

75.35AUROC

5

Cell-level type identification

NuCLS super (test)

49.88AUPRC

5

Cell-level type identification

NuCLS main (test)

29.18AUPRC

5

Interactive Segmentation

Nucls

12.9Number of Clicks @ 85% Error

3

Popular tasks

Cell-level type identification Medical Image Segmentation Classification Interactive Segmentation

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